{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Calibration Demo \n",
    "\n",
    "This notebook demonstrates micro image centroid localization as part of a plenoptic camera calibration based on **[PlenoptiCam](https://github.com/hahnec/plenopticam)**."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Package and import prerequisites"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Python v3.7.7 (v3.7.7:d7c567b08f, Mar 10 2020, 02:56:16) \n",
      "[Clang 6.0 (clang-600.0.57)]\n",
      "\n",
      "PlenoptiCam v0.7.0\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import os, sys\n",
    "print('Python v'+sys.version+'\\n')\n",
    "\n",
    "try:\n",
    "    import plenopticam as pcam\n",
    "except ImportError:\n",
    "    !pip install plenopticam>=0.7.0\n",
    "    import plenopticam as pcam\n",
    "print('PlenoptiCam v'+pcam.__version__+'\\n')\n",
    "\n",
    "try:\n",
    "    import matplotlib.pyplot as plt\n",
    "except:\n",
    "    !pip install matplotlib --upgrade\n",
    "    import matplotlib.pyplot as plt\n",
    "    \n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Image data acquisition\n",
    "Available plenoptic photographs can be downloaded to the current folder ('./data') using the featured `DataDownloader` class, which is also used for extracting archived files."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Download skipped as OpEx_data_prepared.zip already exists\n"
     ]
    }
   ],
   "source": [
    "loader = pcam.misc.DataDownloader()\n",
    "loader.download_data(loader.opex_prep_url, fp='./data')\n",
    "loader.extract_archive(archive_fn='./data/OpEx_data_prepared.zip')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Configuration of *PlenoptiCam*\n",
    "\n",
    "Before running the process, configurations such as file paths need to be set, using the `PlenopticamConfig` class as follows"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/plenopticam-0.7.0-py3.7.egg/plenopticam/cfg/cfg.py:107: UserWarning: \n",
      "\n",
      "Grant permission to write to the config file /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/plenopticam-0.7.0-py3.7.egg/plenopticam/cfg/cfg.json\n",
      "  warnings.warn('\\n\\nGrant permission to write to the config file '+fp, UserWarning)\n"
     ]
    }
   ],
   "source": [
    "# instantiate config object and set image file paths and options\n",
    "cfg = pcam.cfg.PlenopticamConfig()\n",
    "cfg.default_values()\n",
    "cfg.params[cfg.cal_path] = './data/f197with4m11pxf16Final.bmp'\n",
    "cfg.params[cfg.opt_cali] = True\n",
    "cfg.params[cfg.cal_meth] = pcam.cfg.constants.CALI_METH[0]\n",
    "\n",
    "# instantiate status object to display processing progress\n",
    "sta = pcam.misc.PlenopticamStatus()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Reading a plenoptic photograph\n",
    "\n",
    "Image files of the following extenions ('bmp', 'png', 'jpg', 'jpeg') can be loaded using the `load_img_file` procedure which is part of the featured `misc` module."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "wht_img = pcam.misc.load_img_file(cfg.params[cfg.cal_path])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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uSz57GtJ9m/zLDZ8heDhmmqZ5fc42Y1VHLx1OBs9x+Pz5p9gaC5YuxXBsepK99GYyfbgnn3qHhjVr6EqluP7uW3Db1vbhb7jrWnTLYsnGtSx45YM+3IW/n8GmTJqUYXLFnQ+x5QH7ry7+lCcWfYZuu/ziuqt4bdGbfWwvvvomUoZFdzrFL8+/tA/33OwlXHPzbfSkDEYfvCszH+37Oy2n/PxsenWdlGFz5MW/A4yvbT9+i9vefAXdsrnwzlu4+k/X9bE964pbSRkmvRmD3fec3Ie7+9ZnOPis09Etm59efh2/uPp6AIpzA75fnnY2PXqaVMbg2Et/g7di0Wbbj75cwEV3ziBtGDzzwTscfPBRfeK+8LrHSWUsetNppl9wMeuMr9vh/edfZ8IJ+5PU08x+Yy6HX/gbvOavB/2/Pv9cOnoTZDIZrrntaj6d/fpm7r1Fyzj/uqvR9TRL1qxl2wl7kMxxLnDGZXeRTKXQMwa/vvE2HnlhJpadXbN86P6/cuyPjyGTMWhoXMtj91zK+vfewwXmvzSLE4+YQjLZSyqZ4NmnnuCW2x+nE+hx4YY7H2FTSxNpPUVrUyPHXHIFT85dwLpEF099sJxpF1xGb6KbRG8Xb855gxNOOY2mTR180tTCGedeQvuGdVimTqqnk+P224k7rrmJlz9dzFXnXcQ5U6ZgZVI4mTTrPvuEY8+7jCeeepUH//pXDtz/OJKJbgzDIJnsYfoVF3HQcT/mD5dcyuFHn8kFl/2KlJ7EzOh8X/zQUz2fAsOVUkPIOvwT6Lv7sQ9EIJMBTyksTXAig7DRSKWTBIMQCYNlenhhDd304YpDxsjQ0AwjhoOmgfJDKgF6xsKwTFa2daEccIIBlAuOkR3G+pSfpp5efAZoYTAscGwgA7bmwzAyPPPqa5wx+mBcwAZcG1ozKSzXYc6HL3D89MPw+PpR/WQdZGyTVQ0reefTDznxwMm4ZF8OzR2QMnU8T3jq/Q/Y89D9ELI3dMqFptZGHM/l5U8+5Le5+Fyy0zlr1yzBtHVWblrPPQ8/zhln/RiL7Esh2WXQoScxHJtbn7iea3Z5kjzt65mXJ155DduxeGfe6xS9NYxzp339A1ofzHUxbRPbsbj+rnt4dr9Jm7mGDfDki09j2Saznn2S4cMPZuq0nbLtBDzy5nuYdgalNO64+QrO/90thHNlfX/xZ8xf8AaeYzLjgZtpC7qceMCJ2Lm4333xHlzLIO25XH7/TB7cZbfN6c59/HE2frkYw8hwx4y7CEZ24Lip4zZPbX304t9wLRNcl8dmXM2ZF1+PAxQBD95/F6lUCs+xefmphxDl59wzzkYD3p4La9etx3NcMokkv7v3Xl4+dE8EaOiAj957kHSiB035mXXPrQwO+fnZz6cB8Oqjd9O2ajmWabDugznMujvJxBsnU5KXrec5s57DtCyUKN57+xXemHMDB+aOubvr/jvYtKkD17HYtHEDt97+J34y7UAAFi2Azz95E8M0UMrHgmeeo+2soygbthdY8OqDM2hvWInlOHRvXMfzTz/KAXv9lt13BWsjvP/sbGzLwRNYvmwZD9//LqectC+z3vuSV956hqamJiwrg2W5vPXw46SOOw69eARLFrSwfNUbWJaD4NG68kvunv0Kkw4aT2HM5L6b/8ymtatwXEildJavWMR9f1lKXnkP3d0Wzz18H5Zp4HlCZ9sm7vjNWVx28pV82Wlzx1/uoK2jGcuysG2H9Z8t4Onnn6dgyP60NCzn43mvYFsmnnik9AyX3DaDgxb5qRrcw5OzHmD96lXYjoftWGzYuInzT7uISbuN54u1Hbwz+yksy0YEPIEn77mNpk8W0Wbk8e6bs+ns0TFtG9uxmffZh1xwc5L4Yy/StHoea9atw3ZtwIf4fMy48wb+/skcEj1NpIwV2JaF7dg4WoDFb7zFH75YSn4sxMZNnXR2duC4LqAQ0+aTOa9yxKGfkTYy9HR1YzseguApj5bObm67dwbqwXvwTJN0OoXjOiAKpYQlb7zO5R9+iOdZ6BkT8VxEBCVCuruDRfPfZekiH47rYdk2risgHt8XP/gGLqXUocCtZJ+Rv4rIdd8WtrJqiMz9tIGk6WG260ybtgvtHZtA4KSf/oRLf3cb3baL3ePj1BP2pLlxBZ5ns99hO3Pqr65lm+G7QhKef2Uxt14zBTOTIBTyc+ENf+L4o3+Kzw9vvdHL78/dnkyqF6VpHDJ1Osf+6AYmTYJFC4Qnn/wTsx66EfEgHIlw7fWvM/WU0aQz8OIzs7j8orPR9QyBQICLLrqIi868hOaAQ/Pipfzppst55805iGiUlAziwYeeYOj22xNTfg46YF9WrliM5wmxWJDfXXc1J51wGn4f3HrrLG7645k4jkkoGGD/KT/ilJPuZLedYebMj7nvod+ybtV8NOUjFM7juivv50fHHMiKhi6uvOZ0PvjwbVzXxecL8dvLzmT6lPNY1ZvhuUeu5rUP36ChoQOURlFhnFuvvZ54+fY0Nqzl0ccv4/OFjXgCkXCQU445nm13mo7pLuPpWfexaNEydD1DOBgiPz/OscdfR3FxM42NzTw7+3H0ZAqlKULBGPsdfDi1dSNpaWlg7ruv09vThWM7aL4A+UVxjjjsMFo7Omje2M6q5YvJ6BmUUuTFo+y9+wS0YAEbm5tZt2Yl3b1JPM8lFgmRV1BAbd0YLKubdCLBxqaNWK6HeC758TjF5YMJR3zoiQQtbS1YhonrOkQiMQKRCCX5BViOg+3adHV2Yls2SkFePJ+yomIccTFMm0SyB9O08DwhHg0TiYSJRPNxXYdkOk0qnUZch0AgSDQaJppXjHgOruPQ09uNZVnZtZ9wlIKCfAI+H664JFMpjIyOY7v4A0Ei4RBFsRiWeLiuSyKZxDRNRDyioRB5+YVomg8Rh7RukDEyuI6D3+8nHA4TjcZRuIiQtbVMRBSRcJh4Xoyg34cjQkbPYJgZLMvB5/MRDocpikexPXAdl3RGJ61nUAjhUIhwLEYoEES8bLqGaeA6LpqmiESi5Mfz8TwP13NIp5PoegZQBAJB8vNihAMBTM/DMQ1008SybDTNRzgUIpYXQ9M0PE9I6xn0dAqlBJ8/RH48D78/DNgYhkXG0HFsC5RGIBCmMD8PzefDdV30jE5G1xERAoEAeXlxwoEAlgi2YWDZNqZpoJQiFssjEAjg8/txbBvLcdDTOgpB+Xzk5eUT9PsBL1teQ886WKURjUSJBAOggWXZWLaNYVoA+H2KvFgeQb8f2/OwLJu0nka8bMczHI4QDIbwaQrXsTEsO9e+gtIUkWiM/HAY07ExLRPDMPBEUCgi0QjRUASlKUzTQomgWxbieRiGPl9Edv4f++Ef2vF/FwQCARk+Yjyuq2NlLFrbN21ewI1E45SU1KI0F0NP09HVCp6H57mEQhFCsRiDCorRMwa6rpNKdSOeoGmKWH4RhflFuK6NYZj09HTgOBYKjVg8n1A4Rjjgx7IcMkaKdCqBAH5/gOKiIsLhKJZtk9F10ukEnueilI+C/DwioSiu8uFaBrqRyT0QHrFwmHBeAUF/AKUEPZOhN9GbvWn9fmLxfMKBIK7nYpoGyWQvIqBpPqJ5eYSDIfw+lX0YTINMRs/WQyRKPJZHOOTDsFxSaZ1MRkc8j1AoSH48TmFeAd3pBKZh4jgOup7G5/MRCYUpKirCtE08V8gY2bpCQSgQJBaPEwoEcVwb07DQjQyObeHz+wmFw+THClDKwjA9DEPP3bTZm724sICwP0DC0LGMDBnDxLYdgqEgkXCE0vwYCcvFdSzS6TSGYaFpivxYmLx4IaL8mKaOruuYuZs9HAoRi0YIhGN4noVne3QnenEdBxDy4gXE43EUgmGY6OkkpmXjeS6RaB6BcJghVWW0dfXguj56utuwbBulacTicUbU12LYJu1tPaSSSQzLBCAvFqYgHqeoqI727g2kkgaGmcZ1HAKhKPF4jOLCCjQtSTJp0tPVQ8YwQCkikTijR1dTXFzCF0tXoid19IyO7bgEAwGisTBT9tiJj5atJdGrk0glMI3sSzAaDbPz6B2RWD1N6+fS0ZVETydxXQd/IEQkms+uE/ajJ72U9eu6SSUSpNNplFIEghH23H0Y40eOZ9Zr75PsSZDJpDAtl0BAIxaLcMiBh7Jy7To62ptpb+tGz+jZ5ycSZuzoHait3ZemDc+wanU7uqHj2RaaL0A4Emf/AyahSQ/zFzbQ1dFNKp0EUYRCQfbbazhjh+/Ka3P/TtumTfQm01iWgd/vJxoLc8ShUzFcl1XLPmTN2g7Seg+g8AWC7DBuIrtMnEbD+kf58MOVZPQElmUAiry8Qk4+8ShC4Shvz51LY0MjiWQC8RSxWJBDDtqREw4+nYdensWH73+AYRkYGYNg0MfYbYdy0EHTCETzeejeW+jp1dHT3QiCP+hnv4Om8OufXs6st+/lb397lq7OdlzPxedTbD9uZ35+4i+JhDVuvO9KmjZ00NPdi6Zp5OWFueD0XzLlqN/w1udPM+P669iwqQlQBP2Ko44+iCN+cgmVhTVcfenJLFu1kvb2rAgiHPTxuxtv57xjT+HNheu4+Q+nMvejBSAu/oCPM0/7GVOPuoKqYYX85fbrePHFWTRsbMJ1XXp6ur6X4/ddeeWV399D/5tw9dVXX+kPRMjoCUzTxHZsPCc72+rz+VCaD8dIY5g6juPgOtlhn88fIKD5ENfFMnRc18n2hDwPpfkI+DR8eDi2gW1Z2WGq6yFKEfT70DQPlGBbJo5jY9smIGg+H0G/QtP8OK6FnRtGipd9ewcCAZTPjyDYdtZZmZaJT1OgaUTCMTRNYVjZHp9jWwiS64FF8Ad8uE4G11NYpoGIh/L5iUZjRENhNE0wbQdyvUOlFIFAiHg0jN8XwkHwcvkVFD6liEXD5IWjiD+AY5k4roPjeiglhPw+yssrCEbjmJlePPFhGhk0pfD7NcprB1NfO4pkoh3HtnFcB89z8QcChCNBth+3N46VRvCwLAvHzfYIw9EQY4Ztxy5DBtNiGJh6Gtd1ccUjHAoQi+dxzJ6TSEdjZHoTWI6D67nZBykc5ohDDuGAyQexcvUqjIyBkzv4MhoIUFpWziW/v571DY0Ylolh6AigKY2yQaX87obb2H3niaxpbCDZnVVjCYrCknL2OfIoZtzyBwyl6GntJZHsxgMCfj87774r911+CSeddQ5fLF3Dpk2NeIDP76eqto5jD5/CU8/+je6OFhoaN2AbBp7SKCypYJtxezJ/7qtsP6oc2x9n7fJVWJ5DwOejpn40M5++k1/98jyKKstZ/MnC7AtFhHhBAfsffiQPPnAne+x/EJFImC+XfYnruPj8fkaM24GZ9z3MOReewvAxpcz/tAld70UJFBSWssd+U3l+1j0ccczBlJUPYcGni7BsA03TGLbNjjw1+x6OPvYkdtt7PxYvWkJHZweeK4SjUfY4dDKP3/UAR049kbFjK5n396Wk0wkCgSC1I8by3F8e4LRzjuOwoybx6SJFb2cDnusQi8SYtPfRzHr6YQ49/gR223knPvnsC7raWwgGQ5SXl/P07Ps5+vjTOeaII1jZuI6WTS04jkMkEmLXww/jgZvv5PAjj2bf/cfzybwGOjtbUD4/VZU1PP7Qw5x06gEc+aOjWNOST3trI6aeIBKJse+kY3ng4bvY98CD2Hff/Vi0fA0tGzbg9wcpLyvjlhm3s9fkgzn+uOOx7DSNDc1YpkkwGGHGX2Zw/Akns/eknRg6dCSYeaxas4hwMEhZcQlPP/IEo3aqY5/JBxIZVM8Hb7+O3+cnFArz6G03cMiJRzFqxzHstf+etHVbrPrySwI+jYqych575hm0Sj/77Die+niMV999D5+mEQ6Fef2xJxi647bUVcXZa5fdqCgoY87HHxAM+CkvLOLW2+8kUhigvL6QPXfbg0ceegiUIhQIcP1vrmXsjsPxF8FeO+2Fa6SY88mnBBSk9fSmK6+88t7/sXP9PivD/+5PLC8us15qktPPvVR2231fKSgokkgkKtFYXMZO2F+ee7NZnnpxnhx29DQpK62USDRPIrG4DB87Uc799c3yyrvzZfpZF8pOO+0l8fwiiUTzpLBwkEw/+zKZO/9dmfXWKzJ58lQpLM7IOaUAACAASURBVCyWWF5c8gqK5PiTfyEPPveofLRshUw//WIZv8MukhfPl7x4gZRX1sqdD94hyzaKPP/eR3LIIUdJQWGxxOIFUjSoVK658Y+yZHmjzG9MyulnXirb77CP5OcXSUFRsey47+Hy8bwV0qiLvDvvfTnwsDOksGiQFBQWy+CR4+SlV+ZKr4hs6GmTX114nQwqqZD8eL6Ul1fLa6+9Ixk7u7p/38xH5bDjTpTiokFSUlImUw7+sdimLYaINHUm5cLzLpGSQSUyqGiQbDtmjKR7W7NqAxF59IFH5fD9pkhRQaHUVFfJb6+8bLPawBWRq6+8V0qKS2RQUbEcNeWIzZwjIu+886HsvMPOUlRQKONGj5YNS+aJl+NsEfnZ9NOkpLhEKsrL5KWH+6oznvjLPTJ6xEgpGVQqZ0w7Vr5455U+/M+nHiWlJaVSUV4uT97/QB/upUcelSHV1VI2qESuvvS3sjX22n0PKSkpldrq2n7crbfeKYMHD5GK8mpZs2TjN9juKhUV1VJXWy9O0ujD3Xf7HTK4plaqKqtk3pLV/Wx3m7ibVFRWy2k/Pb8fd+MtD0pZRZUMKqmUTY19ubbmdtlnr72ksqJSpv/izH62s2e/K2Wl5VJeUSXvf7K0D2eJyKFHTpXSimqZcvDR/WxnvbFQKisqpbK8Ut55dcVWrCtnnXWGVJRXyK57TpJety/b1iJSUVEl5RWVcv31M/pwKRG56NJrpby0TMaNHS+ZVF/b9etbpLqqSsrLK+W8C37fL18zbv+rlJdVyIiRo+SjL5b34UxPpKKyWsrKyuXUaaf14XQRufWuR6S8olKGDhstSxf11W1t7OyU6ppaqaiolOOnndJPXfXAzJelorJGhgwdJpmtuLQjUlFVJ1XVdXLccSfJltWRFpEhQ4dJWXm5DB2StXU216LIht5uqaqukcrKKjnmpGmytdZs5HY7SFFxidTU1ErC66ti6xGR0vJyKSurkMMOO1q2vOvSIjJs+CgpKy2Xutp62ZAUyTiuuJJ9xto9Ryqra6Wysvp7q3r+1537P/qMHruTLG7xZMF6kXlfihx11MlSVFwiFZWDZf4KkSVtlixt82RBi8ilv7lFaqrrpaysUt6Z0y2rEiJNrsiKpMjiVSLDh42W0tIKGTV6nKzuFul0RDY6IuvaRfbae7KUlldKTW29rNezP2PUJSItlsjCNQmpqq6V8spqmTb9bOnONVCniKxLi4wePV5KSstlp50nSpdkJZEpEVnRlU23qqpG6ocMk7sffk7SOV4XkaQlUj9kqNTXD5NDD/9xnxsvKSKjR4+RysoamThh0uabTnJxf7mpS2pq6mTI0JEy+/nFfW6stIgMHT5KKioq5fRfniNbPd8yf3GvVFfXyU4TJkhjb49seVsaIlJbN1iqqmrkkWef7xfvvTMfl7LyCvnpqadvlqh9lbe1LRulurZOqqprpLPblq1xye8ul8qqKpn5xHP9uM+WNkltbY3U1dWJ3ae0WenrUSedKtU1NfLe2pX9HrLHnn9JqquqpLZ+qHRvxW3Uu+Tgw4+U2rq6rWLN4qGn3pSK6loZOWrbflxKRCbtO1lqhwyV3n4uReT2J56Vmtp6uefxZ/rJYjvcpNTW1ktd7WDpL14Vefn1xVJeWSWPPPJeP84RkZqawVJTXSstWwljUyLy8pzPpa62Xi77zRVi9LPWpX7wUKmtqROzs3+6b85pkLraepn+iwtFtsqZIyL1dUOkurJG3pzTX3K5tmOjVFfVyJH7HvwNJRIZO3ac1FTXyuuzv/hGfnBNney5136yaatMOyIycthIqamqkRt//+d+dm1OWmpr62THsTvKNxRYxg4fLdXVdXLXbQ9L/7tOZOjgobLT+B2+Oc8jRsnw+m3k16f0lXOaInLi1ClSU1Ul2w0d3u+eExEZUlsnlRXlcsl5p/fjjtp1klSXlcvwbYbJN2VqSG2dVJdXyFH7TJYtRdOuiOy/9z5SXlYuNZVVsmLhYkkb2WKbItLatUHqamqlorzi/5yc8ztB+SAUUAR9ID6D8Ttsi9/nx+fTCBdnh/5RH2AY7LDLOOLF+fgDIWLlEXw+EN1Fsx3yBkHNkGr8AY1QOIQvlo077AMtD3bac2/CwWy8qKys0QdoASioihONxvD7NOqHDsleJ3uQeSQCNYO3IRgMUFBSvDnfPqCkCKpqsusC4XCQkrIwYb6Wa2oBGFSUR2V1FduOH9qnITRgu+3HoPkgGov22TwSBGoriggG/PiUsNOYLdWxWdlleUExQb+PcaNG9uEEGD0qH00pKipK0PyqT9x+IBYJ4degqqivYDMI7LXPBCKhADUlBZvz+5VaqKK8iqDPR0jzUVDYXyx24iE/J+DzM7JsaD9u2zHV+DQffl8Arc82m2xdTN5hR3z+ACPiZVuxMGnCvgQDEUI+RXgrripSRH7heBQajtUvWUYNOQC/5sfnj/TjgkBd/TB8+Mgn0I8fP3oPFBqhYB5bWw/S8tACeQiKTW3909W0EWjKR8Mqpx+XAVAaaAFcu+9GqCBQXDECwUdSi9Nrbm0dAS2EJ/DW+/3j3tRcj+t5NK7vYuvfqtEB2xMExcqNzf1sQ9EqFD46TT+fLupHY5sutuMx58OF/bjFjeCI0NXdy5LVTX04A7A9Bw/F4qb+ym4rE8UVhWHbPPzU1j9gBrYIruvx7rx3cLfiZr0BlufSraf5fGVfbkMCkqaBbll8snZdH06AxpZmbNemx8iQTrvZjZeb0zQwrQyO6/L50nk0bHWw9uquNkzHIaknmP1y6+Y4AT5ZmFX62a7NwjVf0t3UhUHuJ9OS0NTWgO3YGJbBM3NeZ0UjmDY4DnyxegHpTFYc8H3xn+34AZzs34L8MBP3OpNINB+/P0LEl30+AkFFLBpi6LD9qKneHaUC5IVCBEPg0zwCAT9oMG7H6SgVobp6FAEvq/NXgF+DHbafRmHJEPLiZeRt4bM8F5QL43bcD38gH+WM4qtHUcjKPfed/CN8vgiaV08QNr8YLA+0EATDhXgSpaxyz81afS33CUSH0ryxnVjJaFy+vjl8QPGgfQn4YvgilX0ayU/WuceiRfj9ceZ80tejeUDBoHpcz8eSZd39GrixEzwRWtt6aGzvewMZgOYL4qHxzsJV/dpjfVMDtuMwb+FK3u8rtyed7MRxLSzX5oG/vt3Pdv7813Fsm5kv3UCz0d6He+uV1Ti2jZHp5cHn7uvDLV8BT73wElYmxfkXnM+iJX3j/eu916GbSTJGipf+9m4f7onXH6BhzVOYZoZfXXQkn234+uh5G7jr7sMwjRQd7Q1cd/v1fW0fuJsP3n2ZVG8H++93MK+//rWE7oO5Dhf+fAqGkeS6S0/nkbtvALLSVQu44Le/wUi2oOtJzjt/Ems62fxwz2+Yw4037oGRSfP4k9M56Sc/31z3HvDE7deQSSdJp3s4bPuvf9/EBT54B3514mRS6R5mPfRnrr74cFptSJE9MP+MS39HT3czeibFJVdsy1u5rQm9wKpNC3nmqb1IpdMsWfAqu03YA8j+GAHAs/fcQ0ZPk8mk+NOlP2dp+yJ6c3l+9i044uAjSBs6K1bO47xfbcf7C7N5TgNX3XYnXT2tGEaaB2ZeyqOPZJ1/Ckh0LuXqS/cjlUqxacM6zj5yb9JGz2Y9/t13PEBvby+6YfH6K48z47F7+aI5W4+PvQBHHHQ46bROc3srV1xxAE8/l22HNHDmpX+mrasTPZPi7dff4I6b/ghG9ld53nn3Tf509QR6Ekna2zr5/cW78+o7z5EBUs1prrr0dLp7kvSmdBat+JypP7uYr94ct9z0Bl8sWkc649KdyLDnrrtzx21PolIwc2YDB+z3cxJph1Ta4KOP1nLZuXuxbonO55+08Zuzp7NuUxNJPUNvb4pLL9mVn538c2Y9tZhrLr+US84fTyKZJqmbdHSnOWDyAdx927P86YbbOeGIg2ja0IVhWuiGzc3X3sJ5Z+zExeddwOR9D+HkY84mndLJmP3e+N8Z/9GqnrrBY2TOgi9JGOCZcOv15/DSs08QCPo46+wb2OeQoyitjmIafp55/DZmzbyXjrZOpv1kKj8+/RqKyuKk0oI4fk6fNoE1K9bj14R7X3iOXSfsgQfoPXDhmUfx8Xt/x3Edzrvq9xw65Rzqa8FzoGFFA8cdsg/JdJLyyhLuuHclu+wOhufhdmrsu9dYOjs7CQX9XPfHFzl52g50AgUmPP3CAs4/+1DEdSkrGcSHny/Di2Qd+7wPLKYdNwTbtgiHAzz88ix22343HGDREvjJUcNI9CQIBBTnXHEVhxx0BiO2gXWN8OwL93LnNb/HcVwGlRbz59tWMOXg7IP49/ff5aQTTsQ0bHy+MDfeeB+nnnooScBoaua6G67kkUefQSk/paXFLP58IXosTAFw3Z/u4cY//A6lIBINcO/j97DrzkdSEIP7H/ySG/88jY7mDQSCfmoGl3DTHUvYf1fo7IDDj/8xXy58B8+1iEQLuPnGl5g2bSxmBs6/4Cqee/5BUslulC9MeWUlqz79jHbLz+qlSc69YCJfLm8GEYpKCnn1kRnUjjiCNU1NXPuH43h/7mrMjE1eLMS221VwxRULiYXWsHrFAs7+9fnoiRQiwqBBhZx//kPsNmF7lq6Yz+VXnU6iuxPP9fD5wxQMKuJnp/yMlrZmVqxsYtHnczH0NJqmyMuP89Oph2NIPqvXrGHxonl096RwHId4LEJZ2SDGjjuUVGoNK1cso729A9OyCfgCRGN5jB4/ibyoTk93L8uWrySdyKqygsEoI0bXUlezDa0dbaxd24ieSGIYBn5/gGgkyLgxo+ixXKx0ivbWdnoSvdmNgsEg5VXVRGOliNdDa3sPyUQ3pmHi9/kIR/MorawhL6zQ0watHR2kkwnEg2AwSFl5MRVFxXToJnoiSSqZFUn4NEU4FKC0rApfKIxnG7S1dZBOJ/FECAaCxIpKiITCBH0eybRJMtmDZRg5xVCQ0tJSwsEARx9fxL33rCXV240rEAj4KSooIB6NYooik8lgZNJkMkZOUBCkoLgEfzCIOC6pVBLHcdEzSTTNR15hcVbBpikyhklaT2IZBiD4A2GKC/MJBsM4rkcqlSStJxFR+DSNeDxOXiSSfQGbFplMGj1joCkIR/IIh8OEQkGcnKQylU4BkpVs5sUpiEawHQfLskmle3FcDxCikSihQJBgwI/pOJimSVrX8SkFiiwfCiMIru2QSCUQUSgFwVCYUDCUnU3wPDKWnRNugNIU0UiMUDCA4GHbHumv8gSEQyH8fj8+vx/Pc3MqQx2FwrKM76Xq+aE3cH0n9HRvJNUOPT6HzIYNLFy8GMd2Edfl6Sdu5cipp2D6oLerh4/mfkRrayeuZTP72VfwYrVMP/sSTBfaN6RoWteCazk44nHvA48xvGosGc2P3hLIKi0yGTwRnnvhbXyRQg498EhUwuLZJ58k1duD7Qntm7p4/NFzGT70Jjqx+PvMh+lqb8eyLWxLcf99FxKzT2Xw4Sey/pVZPPfsbAxdR8SjdVMLN9xyM4ee8FOSHY088uTLGBk9q0SyLW695zG0X5WT6mnm7bfXkOjpxTENXEvxt2dfoLtLsduOw5j32UrmffwaRkbHQ9Hd2c0D9/wYM3EMbb29vPDMLHQ9g2M7hIJwx82/pmnx+/hGjGTeC8+zcOmi7MPvc+hqbeUn009lyNjt6d3QwLvvzcFxLTzXRVybq667m3HD/o6baGPBF8vp7WjGsjI4jsaGBpcbrj2VGb4EXR3dNKxdg2mmEc9F03zc9KdT+Nv9hXRYNi0bm9D1JLbj4BeDnvaN7LHnBGx/kFTKoKW9Bcsy0ZQi2d3Lj06/lGj4GnqTPXT3dGEYBq7tktY9Fi9u5owzJmBbCSzLJpPWsXKyy0TKYMaMX3G334dlZdCTvTiOnT2HyRcgk+zl0YfuxhIFrodjGbieiycKyzR5+sW3wR/CNnRSuo3tutmH1XZp6+ol/ekbuJ5BxrBwUHgoPAWmbbNm1XyUZ+N5WTWY57rZree4bGpqo6ulB1s87EwmqwST7C5n2/Wzam0jyufHc11MK7t3APGwHYdkMoVh2Lh2BtvK6vXJbVjyXBe9t5tMj4uHhpeTvYLCE5dMSqfZzE6jWIaB6zrZuBXYjkcylUKl07iuk6uH7GjQ8VywzWzHSGwcywMRRLJxKzSMjIFtGDx0fwLPtvBEAIV4LpbtkNYzeJqG2DaOk1WDKRSOz8O2bfBcHC/7PKb1RHbBUWmI44BPw7JdXMfDc52suk0pFG5285Nj4jkeiIcn2dGzeE42bcfNnrNlmbieh8pqvnAdC0UIx7KwbQtPPL4e93so8bBcB8/N2n3VBqKyB3MJDo6A62b9j0LwRNCUD4WHpoK4YuF4Xq7dgZw6TvP50Hx+bDeD0vzZelQaWaWgRsCv4bguChCydY0CpTwCfvD5/JiujZKsbFn+L27g+i7w+/1SXTMclI1t2SRzGmdN0wgEQxQXlaNwsR2HtJ7CzKTxPCEYihAKh4hH87BdB/Ggp6cN23Gzmu1YHgWxGKIUlmWTSPTkpJWKWDRCMBQkGMrD8zwsQyeRSiKei9JyWv1IPo7nYpsGyVQC1/FQCqKxGNFIFE3zYZsGpm2RTmd7o75AgML8YoKBIK5nYVkeiUQXIoLSNAoKiiiKRkhZBrYDyUR37saFvHicUCiID8F2szdfMpXEcx0CoTAFeVGCgTCO42BkdJKZDOTkkfH8fEKBMCgwLRs7p5tHPIKhEEVFpWhKw7bSGKaDrmd7YP5gkKL8QkLBGI6TIGN6mJaRfWkEgoQDIQoL8rLORBTpVBLdMFBAIBilKB4gFIxgeB5mWidjGpimRTAQIBwKMqioCFM8bNMildIxjAyIRzQaoaSkjFheKd09TaRSFplMCse2CIaCRCMRyiu2IZlqxTYdEskklmVtrqeqsmpCGrQlukglEmRME88TQuEARYUl7Dl0CAu7UiTb19OV0LFyG7gK4zH2nLALhYNqePuDN0inDdLpJK7rEg8FiRcVcdhRJ/Du26/R09FKbyaDYxgEQiGi0QiHHnQEjY2NNLc20dGyiWQ6DSiieWF2HjuR3YdU8cbadTSuWEoqY5AxLUIBjcJYHicccywbLIMlH8+jraODZCKBKI1oMMBuhx3B3hN2Y/YzT7OxYQWJdJqMlT1YLp4f59gpx6JnkixduYrG1StJpFK4ArFomB3G7cKRE8fx3vqNzH//HXTLIJk2CAUCREIhfnTKT4lH83nrjddZv3413T29AARDIXaafDCH7Lkfn3z4HvM/+ZjeRG92lBLwEwwFOfKQoxlSX8n7Cxax/LNP6ezuRoBAwMcO2+3CSVMOYVFbB6/NepJEqoeUbqApRV44wtQzLmJMfSUvzJ7F0iWL6ejsxBOPUCTCpEMP58jJB7DsiwW8PPsVero6SOg6WsBPJBLmpGnT2GX7sbz24SfMeeFl2hO9eALBgI/ddt+fn514PI1JnQfvuInu7g7SGQsB6oZtx8mn/pSxY7bn5hsup2HVcto72gBFIBhm6vQzOOOkI1m0/DNuu/Y+1qxbkd0pr2nssf+BHHf87uw2cX8uv+halixewKbWFkBQ/gDnnXcGv7/kD3y09AuuuuwiPvtkHp7rovl87H3gyfzyFz9i6ITdufPa3/Due5/SsOozAAKBEH+84VaOPOVEWjcs5o/XvcBLs27K7htTHr88/RccM3UKNWP35tXZM3nu6dm89+abKPFIpNPfq8f/v67c+Ucfn98vkw+cKiNHbivVVbWSHy+QYCgsgWBICgeVyOR9D5NjDjxaBtcPl6KCQgmFw+IPhKSwqFjqRoyRkw85VsZsu6NUVddINC8uoVBYwpGI1A4ZImecMF1OOvHnMrh+G4nn50s4GpNgOCJVVdWy88Q95PxzLpNhw0f9f9y9d5BVxdr2fe2cc46TCJJFkCQiomIWc0I9KuaI4ZiPYjge9THnnHMGMwcxYkDEAAhIZkjDpJ1XXtf7xxoHN2N9VV+9X9X3lF01RdVcdPfqtbp79Z79u6+byVicTrebTqeLbrebQ4aO5F3/8xRPOuMi5vON9Pn8dDrddLvc7D9wCM+85Dped8vdHDRkBNOZPJ1OF50uD4PhCE8672o+9cQrPPmM89nSbxDdHi+dbi8DwTCPPPUcfvTBHN55710cMXwU/YEQ3R4fvT4/pxwyjfc8cBc/nj+H++1/NAc2ttDrD9DrCzCVSvO6G6/hijWb+PTzz3PMyN3pD4bo8fgYCoV47gWX8PuPv+AXC1fw4EOOYkv/wfT5AvQGghwwYQrnv/spV2+u8tW3X+SoUVPo8wXo8fqYbhzIt2Z/TEElF6/4jocfNoNNzbvQ6/UxHkty/4NmUJJVirrA2Z98xAkTDdzW7w9wxIiJXLF2EUly7YYNnD79H8zmGxkIBNnY1MhZN17BGklV1Lhw0XyOHzeFgUCAoVCYJ543g1TIDWVSYomnnTGL6WSG4VCYY8aO4/wFc3sJiJ+Xr+TIsXsyGAwyEU/x8Qee6CUkOjo289Krr2BDLst4NMobL5nBrh++/hNDIXDSuFGMRKJMxGKc/8pzdeTFg/++nfl0lvFYgpefew5JckUPKbO+9XeOHTOOkWiMI3YZTL1rY13dm264irFIhLFonI/cclWd9tObz/HgKRMYj8Y4cugu/Om9erR1/ksvMhmLMR6J8txTTmF90XjggQcxFomwX0MDiysX1amvP/ccE4kUE/EUzz752DpNWDCf15xzCqOROAc0NfOVBx+p01f/9jOT8SSjsTj3Hb8Hdy4Xn3se4/EkM8kU5z5Tf69+ee89ZhIJphNxTtx9VH3Ftev41kN3MpVIMp9t5E1X3lQnF7tKTCXTjMUS3G3oiD793nHLHYxF40xnsrzn5nrqZ+XXPzKTzDCZzHLYsF3rNH17G19+/Ekmk1nms4192u3qJjPpHFOJNHcdPLwPMNTQ0MxINMZ0KsOKzDoqbM2q9UzEE4xG4xwxbFgd8yVpBlUXDseYzeRZqu0Ae3SSVZlMpTKMxZMc3H8wO8le8k4i2djUxEgkxkQyydXtArfXZEo0+t/Y3slEMsloJPr3xjl9fh/nzFvLl17/nmdffA3zuQZ6vD56vD7uOXkCZ89dz/UryJvvfIbDBg1hOBShx+PnpL1H8rJZ/8ONa8nn3vyKF190BROJNL2+IP0BPy+66EJuayVXbybvvf8F9u/fzFAwSK/Pzxmnn8nZc37j1iL5+ts/8LzTZzAUDNLvDzKVTPH5579mt0gu3qjynnufZCKRYDAQZDgc41NP/JebSmRZJd+du5SnzbickUicwVCEw4aP4bJtBsrZLZA3//tlptINDEfizOcb+etahRoNVvuzeZuYzTYxEo4xFk9x4UrD4U8mubGVfOW5txmLJ5lIpLnX3vtT6JlcMsl33/6S2Vwjw5EE8w0tXLLWmFQCyeWryRtnvcBIJM5YPM+zr7i/d8IpJF9+U2A8lmQ0luIeex3ZO5k1kot+JU888zbGYykO7DeEb7/V2TuZNZLvfPw1k8kUI5E4L7/0nt66KklVJg89ZBqj0QQnTNyLyp9WkUrykYfeYSKeYDKR4pwvvuWfy/ffkaNGTmAykeSMsy9nSdyxiHSSM6+8jYlkmvlcAzesqavKDZvXcvToEUwlk3z72fdIkqv+ZPB44zWzmEwmmcvluTPeuGaFxiFDRzCVTvOV116rAytVkmefP5PJWIyT95hEbSdkr3XTCqaSSaaTGX72fl+ny7tvvZ2pZJL77tN3g+3eQqbTGaaTCd57z111mkryzvsfZCqd4a5DhxmMbV2pMpvNMJVK86ZrZ9UpmztkfjX3B2bSGQ4dOpC/LfupTtdINuQamEgkePyRfWMEFnwzn5l0mk2Njfxp4cY+ei6XYzKR4iEH799HW7ucTKdzbGps5rMvvlynKSTz+QamUinuOX7PPnVXrl7MTCbNfD7H2W990kdvbGxiIpXhnpP37APdrl5HprN5NjU293GMldmDLqdSnDB2Yh32rJHcY9JuTCRizGayrJF9sOhsNs14PM7JU/bsEyOw5x57MZlMMZfLUyfr+pZINjQYSObuu45iVa/XDj1oD8ZiUSaTKa7rFlhSe9YQezj/hiZG/z9w5/z/fXP/f/rZZdBI/rqVXLKJXNRK3n/fs4zFkkwkkvz66w1cXyHXFTUu3U7O/e+PHLHrSEZjST771Hvc2E1uqChcU1TZIZCHH340Y7EEs5kcOwuGrfJ2nSxo5I03PcJsNs9UKsNNm9tZpsHxd5Ds6CCHDNmN8XiSe0yaxBINnrpCsl0ijzjqNKZSGba0DGCNhqWy1FO/oJG5fDOz2TwvufSa3g1W6XmIY8dP4ODBwzj1oCN6J61OY1KefNoMplNJDug/sLcOe/4VSLb0G8BsLs//ufuhOhZYJjl+wj7MZrI88NCD+dmidX+ek6xJZGNjM3cZNIgffvtZnSaTHDJkILPpDC+74oo6TSO5butK5nJZThy/F3cuKsmmxiZmMlmuXNbXb/iXxVuYy2Z5zaxr+ywijWRDQyPz+Rxbxe11mkjy3ofuZTad5lMvPt+HqW4trmE2neTQQQP7tKuQfPyRp5jP5di2sdDnmroqZFNDns0t/ftoIsl/XXUNG/N5btq2qW7xKiR/37iGDQ0NvPLCmX1OiwrJAS39mM9mqOwM+dOI4WjI5Xje2Rf9Zb/9W/qxMZfnLz/+UKf9Mb6GxmYefdAhfxkjMHjgUOayec5+deFftt3U0MyxY/fa+T1HieTgQSOYy+R45y23/UXLZGNDM0cM3pVyR19twthJzGbyPPfMG/poMsl8vpG7DNiFS5fVB8MpJIcNG8N8toEnn7DzJxyj5Bt3Yb/mIVzwiRGp8ecT8l6TD2E228QDDjqzz8Yvk8zmm9ncPKCPZbdIst+A0Uyl8zzooOP79HnKWACwWgAAIABJREFUSfcwl2lhvmHQX17T8BF7MJnKcfzEI1jaSZt5zW1MJPNMZxr561pjjHrPWCskc/l+jMcS3G3YOMo14zr/OLhNO3w6E3EjwOuHlVtZUo1r/WP992toZigU+ntz/GarGQ4zYLUAFo0YOv4g2Ow22O1uRPM5mEyAhYTLDgQah2L//Y+Ey27FoGGjUaMOmK3weC2oCMCJJ10Du80Bv9ePkmMHdilpwFFH/AODW3YxLBdCUUg9GgEofuCow46Ey+HEgIG7wwzjG3ETALMdOP3M0+B2eRENh42/M/doVhjf3yQTjXDYnBg3bnyvrbKpp+0J446FJCloTqR7+fQ/6Opp02YhFM7D54vAih28vKWn7WGDRsFudcOFgXUcuRXA0SecAqvVCZdjF+w5qrH+ntoBk9kDq9WPfg2T6zQTAL9/CCwWJ/IDx9XXA9CYHACbLYRQqj9+3wn1tgDw+VIwwYzlv/Xl3tvFFAAzOtv8fSZdhwSYTBZAt6C1oz4xiQ4glBsAmC1YtU1Dx04Is8veALPNiVJNxPwF9V96WQF0tK2Foqp4/uW7elrbUT5+f4Vh5CUU8emyeXXa2s3A4qUrIUkCrr/tAaxct0OTACz64SMosoiPP/8MH7y9vq5uSd2GmlCGqqq48+HzsDN89/Yrhonez8vm4ZEX76/vdw0gyYYp2hXX1PsXigCeeO0+SGIZPy39Cc888VidrqILpXIHFFXG829fgvadYhc+nb0UiiqhvWMjpp96Vp3Wvh0QhC4IYhVPPVuP1CoAZs9/GqJUwvbuzbh01uGo1P0PGVu2rIWqiPj+xxfxw4/1/S54fxs02fDLOuvU6b2/FwC0tQHl8lbUhAq++PK/WFtc3+vaqgB4+c2HIAsdqFS349YHp2JZj6OzDoDCJqz+fRFkWcTqVf/F3DldvRoAvPHUi5DFGmqVIh6/9VoQBiYKAIu+U1EuboIk1fDTT/Px+vw3oMBAUFdsA75fdB+qtS6Ui1twzImn48MvjLoigPe/noPNm1egJtSwesU3ePHep6EDKACAWMbrzz4AUSijWi3j+qsn4b/ffwYBgFUHnnhqHoqlTgiiiNUbV+Ck8y6ETTbW3vNzgM+/+ARVQUJNEDD90P3w8H/uhakG/PAjcNlV/0ZbdxckeeeIhf/35X/1xg8NsNmMIAwLdJjEIqwWC8y6gpBugq5rgMUC6DpskowB6X5GRh3NDJvLDKeVUCWAFg05XxA2E0BZhEkG0POFLCxAyOWC22qHrikQCtthhRFkpcg6dBOgVwVomgrWNsEB9FoCSwDK2zpgt5mhyjU4dWOy/sELQAYcDh2apmDZwkXGZDWGBRMAUdwMRapizfpVvZvDH4Ei3V0LIcslVKrd6CxurduydADbCtshqyLWbphbh2aZAPy09FeomoYtGxf2CXiqCYCmVSEIZbz61nN/vtWwAiiW1kPVFMz571tA7xI0yteffQ2YVKzZtBwffvJInda1cTUK1Q7IqoRX3r66vlNdwBffPApBUfHp5y/jmZffr5N/XfMrqpIAQRFx/wM31U8BHXjn/dmQFRXvf/I6vlpQ78n/1DNvQhAEVGsSnn3q3Drtoznf4KW3P4YsK3jyhfdw+1P1dd9841+oSRpEBbj7/ldhEOBG+fyzZ7ByzQpIioZvvvgUH7x7NwCD1W+XgRdmfwNJ1rC9fTseePDsunaffvFniLIOUVbx6NOfovVPcQurPv8Mb7x0I2qigjVruvDCqx8A29f36j9+9ziqNQGComLFbz/ht/d2xESUNODNt7+ALKkoVmXc/cBjqP653+fmQJIUKLKKb75Zj/mfvWT4jgNYP/dNvPD0P1GtCqgUK1j03Zdo++yPuAcd33zzFoqlChRFRVdnNx584q3edisa8NxL30ASFIg1Ge/MWYIff/umV3/pmVdRrlQgiBI2thbx5suXQ1luZKja+OnHeOmVK6BqOkRBwob16/D+Sx9DgRGP8uUXb6NaESDJMmqVGm65+yWsLxtPYnmbjJfe+RqipEKSFCz+aSvmz3sOMnR0A7j34Zcg1kTIsohidxkPP3IaPn37LbQD+OCFF/D0049ClSVIoognn30D/7rpVmwSgQWffYF33rgNiiRBliTUKgLuf/R1zH71DXz56ed4Y94n2Lq9CEVRoSgafvhpIZ557Az8+ssSvPnuJ7js/FmQJBmqLEISa3jk8Tvw4Yef4d33P8EZp51pUICqAlUW8d0XK3H7nY/g4Yeewjn/mIGn77/K8AeTZSiyjG8Xfo1Lzz8PM8+9EE/eMQ2yJEGRJciyjI62zXjiibtx2onH45Lz9sIbLz8JWRKhKn9zjj8cS3DBojYI0CEIZnzywkN45IlbICsKRo2dhCeefBvwA5IEfPvGB7jv8RuxccNaZPLNuPCca3DA6YeDCiAXgRnH74/fli0CYcLJF1yNK6+5DKIKOBRg5rln49sFc1GtFDH+8KNw3nlnYbddd4dFALYt/RmHnzodxfZtMNtsuOo/N+Ks0842AkHWbcYxp07HphW/QdV1HHTwobju/AuQGTsKpSLw7aJfccH0/aHJMuwOFx697zHsfezBkAFs3AAcMjGLarkGu8WM0y69DtddOxMAUC4Ck0c3o6OzABAYNe1wXHbBWZg0ehxQAR598iHcdtP1UHUdDrcTZ19yMa7951WoAPjmhRdw5qWXQJAUWO1W7LnHZFx97pnIH3AAvnv2Obz02luY982XsFhMcJqt+PcdD+CA04+HXqjgkUdfwcN3XgNJkuAwm3DYJVdgxonnwuMT8PGnS/D8Mw9g86IFMJsAbyCAS26/H/tMHIHtRQn/vmkWfvzoQ4CE0+XC1ENPxlnTJqI9msSbjz+CL+bNQ6VYhtVigcfjxayZF8E7Zgyqa1pxzx03Y+OWNuiaBqfVjKNmnIP99p2GDasX46WX38DGNSsh1KqwWc3w+T045co7Ya9swvY1a/HWf+ej2G6kv/R43dhr6vEY0pxA69ZWzJ03H4XO7VBkCTabE16vB+MGD0ZZ11HoLmFd6++o1VSYTITHYcfA/i2IRNNoa2vDhk1rUamKUFUFNqsNXr8L/fqNgVhrQ3tHBwrFIgRBgLnHyKsh3wKHWYUoStjW2YliqWAcSOxOJCI+xPxh1HSiu7sD5WoFtZoEi9kMl9OOeCIBu8MDSRTR3dWGQtmwC7ZabQhFE/C7g9C1MiqibNBTtZphcWx3IhIJwmm3QVB1VMsldBcLoE7YrDaEAi543T7oZhtqlSIqogChKsJsNpwww8Gw4b5KBbVaDYVCASBhstgQDAThdLoBaFAUQqgVDcbcZIbd7kDQ54Td4YMOE4Tqjn7NZhP8XhfcngBgcUARShAlEZVqDaAxpmAoBofdAU1XIIpVFAoFEIDFbNgjO11u2GwWiJIMQahBqFUNYshiQSjkh83mgqprEGsCSj0OtxaLGR6PBw6HC2a7HWqtipokQagJMJsBh8MNh8MOh90OjYQkCj3pPo1ofY/HA6/LBZoAUdJ2UHUmE5wOB+w2K1wOOxQNkGUJlZoxHrPZBJfDAZfbB03XoMoyKkINum4c1Rx2Jxx2G2w2O2RFgqrqEIRqzzVb4HI64bDZoIPQNKJaq0Dv2ZKddjtsVivsdjvkHixWEA37a0WR/762zFarjQcecxH8liqqNQ2Lf1mAjrZW6JoGl8uD4aOnIB8KoKtcxJKVS9DVvhWaqhiBMf4gJg4eiYKuolQoYeXqXyGJEkxmE3xuD0YOGAS7J4C2rg6sXr8SkmgkQXA5HPB6nRjQNBydpW6Uiu3Y1tEBRdVgMZngD3jQ1DAEqiaiq3M7Ors6DX9tmOD1uuEPRRH0BFEsF1CrVVAsdEPTtZ5FHEfQ7YNGCZWqjM7ONsNl02xGyB9EwOeDZiJkSUFXdztU1fhs4PO44XQ5DAdOVYOkiChXKoY9r8UKv8cJjzcMTVch1iooVSr447H6vG7YHW5Y7Q4okghBEFCrVWAymWC12eD3h2CzGoipIikolrqh6zosVjv8gRAcNiOvWLFYhNlkRrVWNXBamx3BQAAmE6HqhFCtoVargD2e7AGfEfSiwQxRMKyVhR4U1+FwIOj1ghYrNLXHV12oQdc0OJxOeL0BOOxOqKoESZZRrVWgyDIsNhvcTjd8Xh90KtB0oFI2sjcBJrhdbni9LlgdDqiKilqlClmRISsqHA4H3A47vH6/wdOLEqrVKiRRBqDD5XQgEAzDZnVDELpQFTVIQhWarsFms8HnccPri0FWCpAFDRWh2hMMZYbT5UM44AGhQ9OJSrnaY3FMA5n1OeFxelGjDrFcgSjLEEXD8dXtdCIUjsBksUKRqqiJOsqlLphggtXhQCgUhsfhgSSXUKspkBQJomBs/A6nGxG/C2arDaKsoFatoiIIoA5YrWZEQn647G6oNKFWq0KUJNREAWYQVpsd4XAUTrsdklxFraahXO6CTsJqsSIYCsPrdEHTFUiSgkq1gpokwkTAbrchGvDB4w6gIouoVkooVWo9Gz8QCvgQ8IUgma2QCp0QNROqlYKBbNrtiMSS8NrsqEpliBJRKHQYf3e2WBEMRxFyukGqKNQqkEQjWApmg3ePBYMIBeLoFEqoFYoo16owwUDng0E/opEUNLMZXW1bIcoKRFEAqcPr8yCQyCDp9GDjtlbIkoxCsQCYTLBYLAhHY+gfCKFTkdFe6ECpVIEOggT8HjcioTAGNQ3A90sXQxFElIRaT78mRCNh7H/gEVi3uRW//bgQhVIRmq7DbDbB7fViwMjdMTKVxoefz4NQE9Bd7IbFbAbMZjQN3AX/mLAHfisUMf/z+ejqMp6ByWJGJBzDgJb+OOn443Hfww+jfdtmdPfYtYui8Pe1Zb7xxhtnFdpbsWXTWqxftxzlYic01QgEAYhKqQNbt6zDpi3rIFSrUBQj6YbZbAI0FaVKF7a2bUax0AFZFnsy3+iwWMyoigI6u9vQWeyCLKnQVBmaTthsFpBmFCslI25AMjYsYyclrBa7kVatWjECiEQButaj2VwAdKiKBEHosYPuSbpgNltgtZjgMBE1UYAsi1BkEZrugslk+NR7HXbIqgZJVqEqMlRVg4k6bHYHHDY7rDYLZEUFNR2CKMBE9ERhumC2WKDqOqhpkBQVutZzWnE6YbU6YLNaoEgyNI1QFINdt5gtsLtccNnt0DQNiqpAUXZ4vDg9TrgcRtShrhG6rkFRNcBkbBzBoBsup8vI3KRpkFTFONXZrIhEA0jEIqiKEnRNh6opUFTd+KThsCOdTAMWG2RFgSwrPddkhtVqQyyWRizWH0ABlYoI9gTUWC1W2BwO9B84CAG3ikJZgKbqUFUVJpMZFpsTu49uwW67jcTmLe3QNA26bvy5ymqzweVx4sqZF6BQLUMUBNQqohHcZQI8XieOPPIEjBl/CorFn9HVIYA0goIcDhfCMT9OOvF6BIMlbNjYbgQ56TosFhucLg/OnjEdk8aPwZbt7aiUqxBEwx7Z7bZh2qHjcOPMa9EhiNi+bSskWYOmabDZbfD63DjzjPOwz37TAFMBra3dUBXBiPq02zFm7B449aR/oV9/C5avXA9V06CqCqw2K1wONy65YAaOOXIGqlIXtre190TImuF0OnHY/iNxy5V3wpPPY83ypZBlpSeJiwUulwPTTz0TV144CxZrActXroMiizCZDH+pcWPH44Izb8bkySPx85KfISoKFEmC1WJGwO/GuacfgwvOegiOiB0bV69AuVrtsSK2Yr+pu+Hyy27DHnvvj18WL4RQE6BqCuw2C5x2B46efgoev/E52IIyli77HaJYhdlkgt1hxeiRI3HOqf/BMUdPw9JVP6BaqUFWFNgsZgT9Hlx+4fm45bqX4MnE8PPCryBKcu8npyOPnILLrrkDRxw7Hb/88BVEUYGqGDEPI3cbiEOOOwPP/c/DWL1uCSpCCaVyFRazFXa7GUcffQJef+8d7D/lNKxe/x1aN22D1WzEnEwZOxoXX3Q3/nXdlRBkFbXCVrQXjE8LLrsdV868HjffcQP2PfB4dG5cjuW/r4QJZlgtFhx/3BE4//r/wYVnngxPuAFgGetWbzBe3HYr/n3nfTjvspnY76AjEHSE8dWCz2GxWGA1W3D6jItw0YV3Yb9DxmHEiEPgMXdj8ZKlMJktkGXp72vLbLFYeeJJ5/KEE6ez/8AhjETidDhddDhdDARjPOXkf/CBu57g+Il7MZlI0esL0O32MBQOcUD/QXz4nqd40JHHc/iuwxkIhulyeehye9jQlOeDDzzPex78iJP2nsxwJEm320u3282W5hyPOuZgPvncEh59wgkcOHAoff4A3W4X/X4/9z1gb74yZyufff1bjhu/F8PhKD0eL30+HydMHMWrb7+Xi74v8sijjuPQ4SPoD/jo9XgZDAZ4zqXXUWslP3hvCffZbzKDgRA9Xh/9AR9PPW0G2UEu/qGL555zDlPJJP2BIAOBIE88+gi+9+4SyhXy3rsf5YH77MNAMEifz8d8NsVnnzISXK9vJ2eecwGjkSgDgQBjkQjvu/1xthfImkI+9dRbPOaIIxkKhRkJRzl44FAu32awEJu2k7OuuZWRaIqRSIypdJrfr9pMUSdllXz95fk8bL9DGQ7HGIvFedrp01moGjRPjeStV1zHYDDEcDjCcePGsNAD58gkP539Hg85aAoDwQhzuUbe84CRKLxGsr1EXn3tLQyHYwxF4jx0+pXknyiI117+jSNG7M5wOMJhQ3fnk68UqNIgHQSSZ597E6PRJCORBGfd8EwvYSOQXLJ0GXcdOZKRaIJTpk7rJYL+wOMuuvBqxmJxphIpPv3xN71Uhkryjbe7OWTQrozH4jzsiNP4S4/LsU5y0UryHxfezngiw6aGfnztpd/457Js/VqmU2kmE3FOO+LkOoBGIXnjDbcxGk0wl2/k87M/q+v3w3lkMplhIpnhlL0Oqmu3tYO87v5XmYin2NTcn/+8/I46XZJqTKfTjEaTHDN2fJ2mk3zzlYVMJNLMZBp47XX15M7iHuQykUhz2NDRfep+8N0PTCXTzGayPOu0C+t1hcxnGxmLJdjc1K+PE+oX8xTG40kmEykeM+2EOm39FsONNJFIsX/LLty5fPvrUqbTWWbSGZ5wbF/qJ59tYDKZZnNzM8s7YT3ffVNkNptnLtvArm07yBiJZHuBzObyTMSTbG5s6dPu6DGjmU6lmUqmWe0s9BlTJptjIhpnc1NTH1R09OhxjESiTMYTlLrriTyRhmNvNBJhQ66R3eUdc10jOWnyWDbkcszlcly+6ndWyR0km0RmMhmGgsG/N86ZSvXjqnZyaSv5+oereN9jHzAaSzEcjvOMc+/k+gK5plPjkvUqP/r0dw7bdXeGw3EecPCJXLqaXF3S+OtWnWvayGOOncFIJMZ4Is2vf9rCjYLOLTK5uUpef8OLzOebGY+l+NpH33BjiezQyG0quXo7uduI8YxFE8w39OO6TsNT+w/b5pNO+SfT6Twz6TxXrjVwrTIN2+bfNpPZXDNTyRQnjJ1MpechCjT8wMeMHc9EIs2WloG9E+OPCXbxBVcYkzbXSKo7uPU/NpGWlgFMxBOcsvc+vXjbH3X3mXwQU6kM+/UfWDcpdRqzK59rYC7byFn/urFX+wM1HTJkGFPJJCfvNZU7l/atm5jJZNivZSBX/9aXU8w3NjOZzPDWf9/eR/vxu81MJJKcOHlPCnr9CtVIZrM5ptNpvvH+u3WaSPKhJx5kMpXiiSee2GeRVaR2ZnMZZrI5Vndi9lSSLzz/CjOZNB998F5qOzGMHUUyl8szn8+wcyfgTyB59fXXMZPJ8O6HHqrDSFWSW4trmcvnOHbUmD5jJcl+/VqYz2b59JMv9NHKVbIh38Ddx+7G9cX6PAE1koMG9Wcmm+VV/7yyTtNIiuxiQ2MDB+0ymLU+HD+567DhzGVzPPucM/vgnhrJpoZGDhzQn/O+nFenqSQnTNiV2XSKB0/Zp0+7OsnmpiY2NTZw7rtz++j7TJzMXCbNCXuM7YPcyiSbGpvZ1NDEu26rf1mpJKdOncDmxgbu8Rccv0KyqaGJ+XwDn3ri+b797jWV2UyOu48dU4dz6uxBNlv6sTHf0gf1FUhO2GMCs5ksx+82ru5e6STvu/9x5nONzOcaWSX7zLspE6cwk85y1G5j++C8zz77PLPpDLPpHKnXOzNLJEcM252JeIojhozqvVd/8P6XX/cGc5kWJpM5tm00Dl1Cz32okdxz8iGMxhJ/b5zT5XFBJmGxEENG90PL8FEwW80wm4FdhjRDUBTDatlngT/TjMG7joLJbEKyMQNLEHDYzfB6TRBMCiZOOdTwzDADnkwYNqvJIIYsKkZPPRDJbBNMJiKWiUG36bCae2yhw8DQMXuAJsDqsMLmNogfJwxr5XFTxsNmt8JkscAeMcgYJwy8MRIBwmE/LBYbQrEIVKCXGKIFaB44GGazGXaHA9UezQIDGRs6cR+4vV6YLGbULAbp8wcGKgDINbXAYrPBH4v3Imp/EDyj955sZAtzOPqghKIZsDicsNqtiAxo3PF73SBW4tkG2O0OxFLpPs8jkEzBZnfB6XTCHvL00WOJjHH/EwP7aLuMTcNmdyIQSkKrdwSGAMDm9MBqtSM6YGSfuuMPOAA2qwPphv7Y+Rspjz0Ai9UNi9kCt7deswA4eK/jjQxNsdEw72RFHPEDDqsdVosTdtSPRwew934HwWq2IuqJ9Wk36U/AanMg6Nyp056S8IZhs9qQi4/oo3ndRmpLl80DnyVap5kBhEIRWMwW+OyBPpoDXlhNFjhhhusvnLYa/Wk4zGZEA6mdRttT32qH3WKHW7Ng/nc7bI4tANLJHMwWK1x09GnXBMBpMsNksiHtzfTRB4TjcFhs8Lvd2Lm2DYDXYYPDaoFbrL9oC4DGXB6KDpgqVexcrAAcZhNADb6dETUAWZcLdosNHqe9zjzbBMNe3WYywW7qu9FZAMRiflgBKLVin7Hu0ZyEGSqoKRC3rIJ95/pyDaqqwMJan/F2rt8Oq8UCi9mMwrZ2/Nkg2w7AZDY8d6rVLpS2GH7RUk+/WnUhFF2Crgr4du5bUIuGJgAgVXRXOnqzEP7flP/VG7/NYYPVZGSjNxHw+6II+YJwOV0YMngSbDYbJI2wWAC/ScOJh14Kl8OJ3YfvA7sbsGkqLCYNYZcNB0ycBrfDDZvdhbDfAR91WAC4aMbwfmHsN24fOJxeJFIt8DnNPYvMmLSHHHAgXDY74pE4PM4ehh+ASdGw5157IZ/JweNwIOffwembAdgcwD4HHAGn1YaWiMHq/zE5CeCK6ZfBZbUiarX1Tiy95/+cMWkqmnxhOE2A+U+7nQkGBrdH8xBYLGaMbEn18aGftEs/+F0uRDwu+FBf1wkgEw/DbTXDvqGrV/ObDW3EwAEgTDAXO/s8D2o12E2ASZOhtfc1ZfdaTbCYiK6tfT3Z3T08qtDRhpXzvqrTPABMOqFpGr6bM6duoTgAdH7yFUgdS1b8jLauej/37et+MwzNNBUPP/1Q/fWqRdz96kMQJBn3PDILn8+eW6d/9vsvKIgCaqKAW+64q05TALz20UcQFRkPvPsKFq76sk7/5IMfIdYELG9vwwWXXVGnlbesQ2ulgKIg4IqbztnpTqiY8/OX6KxUsHLDRpx/47/w5/iCKoC1rVsgyjKem/8xuHFFXe2P31uMiqhge62KKQcdVn/N29bh5+5tKIoKXnrnDcz7fumfVB2fr1qKjkoFmzo7ccHd92LKoB2bcA3Ad4t/Q02S8d2GtVj2Sf0zWvTpInQLIqq1Ko6+6CTUhQhUtmNu61p01mpYtGQ5PvzuvZ4WjbJw40ZsKZSwvVjB3e++hrZfd8wdEcD7c7+FIAhY3dGGt16tj6f4YM5iFAQRFUHGpTffjFVdG3d0u2ENPl+1HN2VMn5d/jvuefoBCNvW9wyohBc/nI22YhGd1Qr23ucALHr/4966WyvAdz8sQ0GQsKGzgBvufgAA0NYz+Y6beRWKNQmlWg2HXXwVXv3kld5Dx2ez38Eva1dDFEX8vq4Vp5x8unH/AWxd9AXue/5hlColFEsFjNt7Cp588GWUAGwpK3jxwy+xYeNaiEIVHR3tOOnym7F50yZsLUn4alk3Xnz5GdSqJVQFETNvvgz/OPdElLZUsXnZGtx+3b+wecVSiJKI/9vyv5rqSWZz/PTbVpAqdKsV25b8jBnnHgehUsKUA6fh5lsfBTyARQPat3TgxZcfx6tPP4SBAwbj2qtnYcR+e8AkA5IMPP/aa3ho1qUAieuvuwdHXXgcdA0w68Cn83/FYw/dihXffo4jz74QM86cicacC7JsAkwmXD7zMsx/62XAYsX9r72MQybtCTOMYI/7b3sazz5yMwRBxNlXX41/nnQMrLEUNACSCOy563B0dm6HLxbHnGefQ/8xxolWkYAD9tkXv6/4BVa7E/ff9jiOPuXAXo7/xBPPwIIFn0OulTH9oktxzaVXIuYxTuVb123CPgcdgO727bA6nHj09ScxbY+pMAMod3Zj8pFHYv2yZTCZgX+ccy6uO/UEhJp3gaoBny9ejunT9oUuy3B6/ZjzxHMYud9EEEBHFdh1UAPESgU2iw033PEwzj3tyN7ncdVNd+HJ+/4DEghEwpjzzTcYGjNOrK+/+BIuuvgiyBrh9Lhw0723YMaBR8Hk9eOX2W/hxgfvxxeLlsBmsyAQT2LOIw9g4J6TAQCzrv4XHnzsYei6Bo/dhofvfgyHnnQkCOCVDxdg1j/PxvbWVthMQCqTw8eLlyLkVFBVbTjllGOw4P25sFqs8AS8mPXIfThm76kQnG5cefH5mPfuO6gUa7DZ7PCHI3j6tlkwj5kAdd0GXHrW6Vi3qQ0aCa/NgouuuwGHHnkqWluX4N47H8HP381HtVKGzWpFKBrArGdnI2avYvb7P+PTuW9gy7LFMANweT04/B8zsffYASgGgojHAAAgAElEQVSrZrz22vP4Yd6n0DQdLocLgwYOxKnHHQ3viJGY//zT+PSL+djaZqCTLpsFB510CvY75DCU1q3CC8+/il+X/ARSh9VsQr+J+2DfqcegwVXGK2/MxabWFWjfaiQscTpcGDVqT0w/+jCs274JH773HpYvWwJNBxxWGzKpEKZOmorEoMH48qP3sXLNamxrawepw2YxY/h+U3H4hL2xcfN6LPhhFZb99CkAE8wmIN7Qgt2G7YUB/f1YsrwNK5cvwqYNqwACDosV/ZqbcfS0w7FGEPD7119g8S8/Q9Z0WE1ANBrAkBGjkRkwBFt/Wozl69Zg87atoMlk5CEeOhx7Dh2OilDB8t9asXLlDyANQiYYi6Mp3YTGbAwbN3dh/eZ16Oxog66rsFlsiEd8GDJ0FEgda1b9jg1bt0BVVFjMZgQCHiRSaQR9UXRu34zOQie6CmWYYILL64PH50NDModyoQtFoYa2bVuggzCZLfB7vWiIxqCaiEJFRlvHVuia8RZw2q1wux0I+SIQFMPIsFAqgj0OrB6vF6FgEoAGoVpAd6UCTTbM4ZwON5wuF9wuNxRFgqqqKJYM9NVkMsHj8cDjcoEmExRFQ6VahtZzonc6HLBZTLA73VAVBZquo1I1iD1Zlv6+OKfH6+ar/+1CKu2ELBLffPoKbr/pMqiiiEQ2gWvv+BG7D/egrKpoXbYI991zBX5etAxejwvDx+6Hxx95Bl26CgetuOaiY/DZ/M+h6zr6DRiKd9/5Au4QUBGBO2f9E3PeexuFrk4kYglMP/0fuPiKa1BVAbUd2GfqcHRu2wxdB6YdMxH/eXA2YCP0LhMOOWQqNq7+BZqiYNioFpx83kwcedh0VMvAhx+04YZ/joYk1WCzWnDYCWfhibtvgWIH/vuRivPPGohisRNmsw39h4zFoo/fB3zAT4uAE04Zgu1tnVAVGalMBqeecgyumnk9Nm7W8dkXz+Dyq6+DLBoY6THH7o47b/wYVQJLFryN0y65ALWKcSoYOjSLY4+agf32nYG1K3/Ca+89jTmzZ4O6CqfThYmT9sdN1zwPQfgdjz3/Mt56/X5omgqLxYZ0vgWHH3oq9t1zV7z17nx89tVbaG1da1jkmmw46NBJOGi/6di+pRtz3nsGvyz9FapmkDtjx/fDwXseik8Xr4Ve3Y7lvy9De3uh18/9kH2mwJPoh+7Obfj156+xYcM26LoGl9OJXNNANOdHQbdtw8rfVmDb1i2QBBEWiw0OpwtDR45BNOrEptYObFi3CsXubhCEzerEgMFZZBLN6Ch0Yv3a9aiWK5AkCTarBU6XC8lYHIrJDE0WUejuQrliuKe6HS4EIjHYHS5Al9BdKKNWK0GRFVgtVtidboQiEVjMOioVBYJYhlAxPOTtdidCoQB8Hg9qkoxKpYRioQDSBLvNjEAwAK/LB5WEIhmn5nKlCrPJDIfdCncgDI/TAU1TUavVUCoZdQHA7Q/A43TBbrVAEESIsoRaD8JosdgQCvjgcrkhKCpkUUCxWICu67BazPB4fXC73DBZLFAkFTWxhlq1DJPJ8K/3+APwuz3QdMNGuVwuGISa2QyX2wuf1wOr2QJJViFJNVQqJQAG/uj3+uB2e1GsluGw2tDZ1WEQUmYTvF4f7D2kmVXXUJFEVMplkIDFYoLL60fA5YZGQlEkdBcK0HXDctrr88Flt8Nms0NRZYiSgkrFyBNgs9oQ9Ptgd3hBqFAkGV3Fbug6jNgSrwcOpxs2iwWKLEKQVNRqFSOrnsMFh8MJr8uOmihBVTVUqxVoOmGxmuFzu+G02wwLa0VHrVbuuSYT7HYb7DY77HY7VFXpccc15o3JBHg8PjjsTsBkWE6XK9Wel4YJDocdNocLHocdsqpAUTTUaiXouhkms+Hl73e7oZKQFSOuQVF1UNd7/PhtcDgcUFUVmqahKgqArv+9N36Lxcrm/gMQjURQqAootLeju7PNQPesNiSTCcSCYXSLEmqFLhTLRUiiDJPZBKfLjXwqDUEjNFlCobsTNaGGP9jpaDQBs8UOSZFRLhUgCFWoqgKn3fj7tz8QB6BAkVR0FdqhKsqON7QvBrOJoKahq9ABVRGh64DL44Hd4YHP5YYkS1BUBZVyAYqqwmK2wOX1I+T1QichSQJK5SIURQNBeH0+hDw+mMwmiJKKUqUISZZA6vC6PXA7XXC53RAlEZqqo1AuQFO1noXmh9vlgUYdmiKjVCn3Xq/X64PD6YLDZoWsSJAkDaWSkXfJbLXB5/Mh6HJA0nTUBBnVngQUJpMJAb8fTrsDFosJoqz1YKwCAB1WmwuRoAdWiw2CqkCTFZTKZYNdt5sR9PvhsHsg6zo0RYEg1lCrCQbOabPBEwjCbDJD1VSIgmQsUBJmqxW+QBBOqw2abuCwkiT1JC6xwu5ww+/zwGKGkZKvVkWxZGwMTocdwUAIfpcDBVGEKoqoSTJkSYTNZoHD7kAyHkNV0aDJEsrlKqo9m6jb5YI/HIfdaocslyHWaqjWBCiKDLPZCqfbg3gsDOoKSiUDxa1UyzCZrbDbHUgmQnA4nChXREi1KrpLJZCAzWpFLBqGzxtATRJRK1chyiKq1RpMZgOdDEfjCPt9KFeKKBarqFSKPS9XMwLhECKhAMwmDR3tZeiqgkKlbAQ0WR3IpsNwuYOGbXK1ZgRS9WywoVAQ0WACColSsQs1QUC1WgZggtliQTgSRTqWQLnaia4uAeVKN3QaTHwgEEQw5ITN6kRnR9mwIBeqoE447BYkYmF4vClUat0QqjV0dhksvsVqhs8XQigUgcNiQ2ehE7IsolIpGzQJTIhGE2hpTqOjqw2d7QKKpW4D2QUQDIaQz4Vgs7vRuqETiiKiUOwGYILVakEuG0U8NhTthVYUOjtQKBUNC2SzGf5gCMlYA3zBANat/Q3VSg2iWO1JiOJHJBLA7iOH4fsffoRQk1GudBtfdsKMVDqNaQdMxLotW7Fo4QqUyt1Qe07ePp8HA/pFMWDANHzz/ZsodpXRXSwaOK/VjFQmiX33mwW7sxXvv/M0tm9vh6oqAAi/L4x+A/rjwtOvwC33Xo2O9m5Uyp3QNMPSpTmfxr03PIplW9bhyWfuwcaNW6HrGnRdRyzsxb6TR2G/qXfgpTcvwsql67F523boIITa39iW2WQ2s6Gpic3NA5hKGda8druDNpuDLpePuXyWw4cMZyabZzSaoNfrp93hosvtZjga5q7Dd2dzvwFMpXL0+UN0utx0OJwMhcIcMmQkR4+axIaGZobCMbpcHjocDvr8fqZSGY4fP439B7Ywk8nR4/XSYbfT4XQylkhxr8lH8YCDj2Y6m2c4HKXL5abT6WQgGGPLwKGccerZbOnXn6lUnh6vr9eaOd/Ywpn/vIzHH3cM87km+v0BOhwuOl0u5vMNvPXGm3nJJTdx8JBBDIWidLo8dLvdTKZiPOKw8fz37e9xwqSxzOeb6PH66XQ66fP7OWHSbnzk8RWcdfuTHDJoKEOhKD1uD71eL0eNHsYLr7iJH32wjHtMmMim5oEMBAL0er0MBII89qRTWVum89knXuFuu41gIOCn1+Oh3+/j4YcfxTceXcxfFmzgEYfsy5bmFnq8Xvp8Xg4ZlOZrz73OSiv57Btfc/cRI+kLBOjzBZhJxXn/nfdQ69L53bINPOSAAzmwpR/9/gDDoQhHDh3Mxb93sCaRb89ZxDFjRjEYCNDn87Exl+bsb79jVSSXLFE5/djD2dCQYzQSYSod5wnH7cvWVrLSTX7y+QKOH70bA4EA/f4gJ08awh8WGvzF79tLvOOKizhqWH8Gg2E2NDTw5ln/IWlQEms3kicefwgDwSjD4RgPmHo4azQIFCrkHbfey5bmfgyHY2xqauFdD7/Um/R67vsLedTBRzMUijAai/L4449it2CQGQLJZ++6l9F4nKFQlM3NzVz26w6qY+H3P/L8c6czFIowFktwr/2OraM+HnvkHcaiMYbCMTbkG7lFJAuq0e8vi6r857nXMxKJM57McO8pk3txE5nk3NdeYSqVZjgUYSqd44KvdrS7aWuNN1x/G8PhOGOxGIcNG0OROwzPPnl3JaPRJEOhKNPpNNd0SKxqBnWz6nfyif88zGgszlg8xUGDdmFnjw+fSHLJgq+YSWcZDEYYiab4zJ/ArFKVvPvu1xmNxhiJJNivZSjLPfdRIvn1PJHxeI7RaIqJZIar29lrQ7x1G/niU68zFksyGk2xud8gFtqMdiWSq1ZsYCabZzgSZyye4Wsf7LgmheRt933AeDzDeCLFG2/5sIeKMn4++oyMxzOMhBNMJbPcVjSoGYlkd5EcMmwIE4k0Y7EkX/hkEdurO3DMzm6ViXiC4XCMyWSW3y427qNE8udWcuRuezISjjIejfOFJ1b0Gi/WSH66kIwn0oyE40wls9y6xTBsFEhKOrnrqDFMJVOMxxKc/c7HLJbJdtmoW6mSuUye4dDf3JbZYrHwgsuu5WNPvsZTzprJhnwTPb4AXW4vg6EQz7rgEr700nu85pb7OHTwCEZiMbo8PvqDIe42fi++/Oo8Pvj0HJ56xiVMZxvo8frp8fo4cNhIPvP8+/xhmcprb7qdTS2DGApH6fH62bjrOB560tlc3ko+/cpzPHnGhYyn8gar7w9x8qEzuHIz+fPWMq++6X/Yf8Bw+gNhen1+7jn5eD797GtcXyUfffFNnjLjSkbCUfr9QYYiCd5+92PcppDrywJv/c9dTKYy9PtDDIfCnHn5VezUDFT040/e57DhoxmNxBgKhXn+RRfy52ULWCK5fNM63n//44zHUwwFQkwmU/z8m3m9KOhH877kLgOHMxKOMBFP8c0332B3WaFOctnazXzwmbeZTKQYj8U4eMAu3N5q2CurJH9c+iuzmSwj4QgzyRQ3/Lh4xwquCbznjtsZj8WZiMV4xrGH8s9l4ezZTMeTjEZjHDV8aJ3WsXodn7rzESbjKTblG3jHtdfW1/1+AZMJI37gwEmTSOp1eN2Zp5/GaDjCgc3NbP2x3rb5veeeY7LH0vnWq2fWaeJvy3jFuWcwk0xz9zGjueq3emfI339ezFQyzUQiyTtm3cmdywnHncRELM4Jo8f20T7+4CumUhlmc3k+89QbdZq6cRMbGhqZTGY5dvfd+2CVG1etZjqVZi7XwBuv+E+fthsbGplIJDl00PA+2mdzv2Mmk2NDYzMvvrjeQZU1gf2b+zOVSLF/v4F/6d6ZzeSYz+R4+P59rZf79+/PRCLJhr/g2tcsW8NsKs1kKsNJk6f00YcNG8lEPMlcJv8XvRrceyqZ5oTd+t7L/i3NTCbTzOeb+mil9gIzmSyTyTRHjRnXB6scMng4E4k0c39R9/etZC7fxEy2kauW1VsrKySbm1sYi8WZyzfWwbwayWOPO4qpnvH+uHZLHwfslv67MBqLMZPOUNjpRp9yzsVMJJNMxFNctkKtw0yrJJuaDWvlTCbHtp7+FBoI+OHHHcNcJs1oPM6Pv1zA1rJCicaLoUByyG7jGAn/zTf+ZCLNZZvJJVvJRevJT95byGQiyUg0zsOmHctVW8i13eTK9v/D3XtHyVHcb79P9/SEnpzzzGatsoRQQBICCYkgIXIQYLIBGzDBYLDB2KQf0YBtMNHkJAySkTHBgBEGA5JAAeW8yqvVarXanZ3Y6bl/9Gql1XDvPff1e8/xeeucPrPb36nUVV1dU/35PkV+s3gvb7jhNwyFIjzyyHH8etE2bq2Qmwrkug7y+Ve/ZCKeZDQc4+x3/81dJPeQ3Foiv1yk8NjJJzMSjvKB+19gy36zEXYqBrdo5NVX/4bhcJSZdA1X7zIbYF/v8fJb81lTO4DxeIoLlprnyr2NtKdEjhs9npFogs0DhjLPg6x+N8lLr7qRsViC6Uwtuw/pHEWScz5cxcGDRzCVznJ9V6mv4x2YPUyfcRbj8SSHDhveLy5JPvDA46zJ1rImW1OlFV4m2TxoMJOpDC84/9J+thLJadOnM53OcMSIwzbU6M23tq6BNTW1fP3196vsYydMZjyR5tnnnV816ORJ1tTUcNDQoVzW2l+2uUSyrqGB6XSa9z76RFWea3ftZCaT4YSJx1Td+KTG+qZmJlMp/uOTBVXWT79ew3S2hudfdBm1fnPr3jLV1jObyfKL9Wur8v1izWrWZGt5yRU/rWK1SYW1jQPYPHAIl66u1ik+fuZpTGdreeZ51U5HPSRrauvY0NDI9xYu7WdTSB475SRmaxt48ilnV0kNkzoHDBrGurpG/nXO4irrRT+5kZlMDUdPmFwt10+yccAQZrK1vP3O6gfOJZffwEymliOGjfqBmOQRoycwm63jddfd3e/8M7O/5J0PPsFsTR3rGgcxf1i8DbsrHDp8LGuydbzoRz/mklV7+tl/dv09zGZqObCxvwTygYF6+IixzNbW84yzLq1ypLrx1t+wNlvLpqbBVf4DeZIDBw1nfW0DjcM6jkHywstuZDqVZlN9taT3pm+LHDRgKNPpGm4tsapOP551CWPRGJubBlT19S/nz2dTfQMzyTS5j/0eKiWSF19yIePROOuztdynHKzryh0qdy/cyoG1dUwmklzy9RLm8macTXvIhavKnD7+WPp8/7kD1383zim7IEKBREISDXgHj0Es2wTJasPAI8ZCcgKSBEgS4UmEcdyZP4HNISPTOBDe2iSMbsJBA14HMProo2F1uGBxONB45DC4SVgAOEQDsVoRMy/8MRwOFxonjYDVqUIC4LUKsJcrmHnxRXA4nLA6nPAFNUgAnAAkVcVRJ47H4CPGwWqzI1tvIpECALumweYAzrrwZthtNiQTWUgwMU8LTCTzmqt/B1mWIdudcMDkdQkTYZw8bgiOGXsMJKsDcZ+jH7JpBTDrwgvhsNqQrWmuYoxPvuQyRKMJuFzeKsZYBJCpGQCX3YGh2aZ+NgeA3/zkLjisNiTkak7fCqDeF4JDknDaqGOq7MfWDYDXbsPQAfVVDLkLgNfuQDzghr/Qn9e2AhhQm4ZFFBHuUatszQkfRFFAWJSq6gpYELRaYbNIqHNXv6+aNmEQrABErRutK5ZWlcluEQAa2PjR11X5Rpd/C8MwkGvbVnUdgTysogBqCto2fFxldYkADB3KD2CxbgAiLBAArPrk06p8nTYJuq5j776dsOJwtr0HInXQ0LHu+/dRFQxzY/JyTyec1VZIggAYOtasr0ZuJV2FQCJfygN7NhxmLUE3FFDXsH7tt/0sW/d04u/vvAFBtIJapUoRtilug6aUoGgqNu5qwagh/UvWtnMDdBKFSgk7lyzsO28OTmWUDA1KRcXWlrVVabfs60RJJ3qKBbS09S+zFUC+WEB3qYy7H30ApbaWPpsAYMOqxShVFPQoZXz74ed9Nh3Ao7PvRE4polyp4KnHnsABgtJU1y1i4a5tUBQV7V05PP3WQZVbA8Djf/sA+wtFdBcLmHHZBdj+1SIYOKjKO//zf6OiKsgVCnjuiVdRhCn5XNxvwVk3XYb9pQpK5TKuf/R+PP3O81i0tAPZKJC0tmD57h3Qjf/8vex/9cAviRZIVhusVgF2SYRQySMVq4HdaocVfggSoOimQp6haIh6ZEgWOyyaHzIkODwCdArQADhkATAskEQbfKIPRUNAuQJYLSIckgVNNSMB0QK7moZHsvbp8WuqimyiCYAEGiKskgQdJrNbUBTIdMBpbQINoL3LxC0tAAxJgghAVTPQDANl46D70D6YDhldeULVCR0mx3+A8dcB5ARAd0dAnTAO01VXAORKGnQK6NjbhkPVuQmg2NONYqWMfKmEtSb5h9Xt5qcFgM1mQUnR8F3L7r54O0vm51fLvoZOA7tyPT/YJu3lIkqqgkf/8jgIoPuQzJe3daCkaViw5At0HeZjsm4nkFcUtO7twIsffdTPpgLoyLWjoiqY80V/jtsAsGz1N1C1Cta1tuCFl+YcViId+/JdUJQS/jj7QRxe6ndeexeKpmDl6uV47C/94y5dDJSVMkqKgpfffrmfraMCvLJ8BVS1hOWrVuLJP93bd501ACs2L0WhpxP5QhdenP002voL1GPt2jVQVQUtW9fi88/62775ZwWqUkChkMdfZr/Yz7axFdixaw30ch67tmzGFxu+66uTAmDxxlXozu1DsdSDv82fje8Oc6dY8u8vUKmU0d25F++8fnBwNwAsWgbkejpRqZSwYsFXaFNMP45uAHtUYPnqT1Gq5FHIdeKpDz7E1r0HZcb3l9rR0bYDZaWElpbv8elHJqefB/DADafBZrPBMDRUSgX86eG7AZh9HACWLgO6u/dBKRexff0qzPnmn1B77a09wLpNi1Au9qBczuP+N9/DFwt67z0Aa7euR09HK5RyHu3tu/DW64sAoO+arPniU+iVErRKEe88+RDau/b07RUw790dqJSLMFQFn3wwG89+8gmM3rj/+BbY2bYTNAxUCj2475lngeIByXNg8YIPUezphqZU8MErT+Oph+/oc6Lc07IG7RvWQDMIrVLGR7Ofxoptpk+CmAcWvf8BKqUSaBhY9f1CPPj6HCxZBlRywJ9faEV3VwGKoqNc0fDqi09A3FoEisC29buwdft6FEtFVFQVmxYswJfvPo0o7Vi7cCfmv/86cp3t0NT+k6P/lfBfTfX4A15+sjgHjxPoqWgQ9hYxa9aRyBcKqGsI4qGnVqG2Buip6LB1EX+d9yb++IdfwhdwYupZF+Gum+9CNzX4ZAl/e/Mr3HnHLChqGaOPmozZb8yF5AOKGrDo8734/SOXY8Xib5BOZ3HFNQ/hgstPgGoBtBxw+63X44M5r8NiseKnP7sMN9zxIHQLIOrA0088hjeeexYd7Z2YetIoXPXr/8GYQWNMrf4u4IKTj8D6tdshicBND96Lm6+4But2AckQcOUlJ+GLT5cA1DH1lPPwzotPodLrU3PLz3+OuXPeQSlfREPjEFx77f249NJJ0ADkuoCxYwdhf2cnQOKan12K3979MCowZ5NDRk/G7pY1MAwDx04bihtu/Q2OGjsVTgBvzMvj+iuaoWll2GwSrr7lFtxzyy+gApj/b+DiWbVQygUIgoRxk07CRRc+hJOmR9HVDjz3wu/x3LMPQ1N1WCUb7rv3Yfz06gtQUoF/vv0mLr/5F6iUyhAECZdfdhwevu1eINqEXYsX4c4n7se8eV+CBPxeN556/B5MnnEZJB2476EH8MfHHzGd3qxWTD9tFi69+I+oz3Th7XcW4PmX7kFb6wZAEOGwO3H/PU/h1JmTUcg7cM0N5+CbhV/C0FUIog0/vWYmrrvgDuTgxaMPXIuvv12AXW3dAET4vDKu//FFSDZOQEf7dsz561NYsWoHNINw2hwYM3YSxo47F4FgF/7+4XtYvfJ7FPJFiIIVNpuMU888F+NG1OPjzxdj6fcL0dHWCggiLBYbph7XiGnHXYbtu1ux4POP8P3KNdB0QpIsqK0NYsKoCfDEB2Lz6q+xdvM6bN++FzQE2KwS0rUDcOK0U1EutWLhkqVYv2Y1DMMcZnzhCEaNbMbgQUPx3eLV2NyyHvva2wHDgChJGDI4iSNHz0BXsQebVy7F2vUb+kTrwiEv6moHonHwkdi88Vvs2tWKnTt2AbDAahHhicRx5okz0NazF6tXb8a2Tat7BxUBHp8X9Y1xNNSOwNZtrWjdtQV79+zuVW6VkEkE0DhoMsp6Ad2t27Bpy2YoqgISkGU3QpEYMo3NyO/Zgra9+7C3fQ903YAoinAHwxgzbDBKahHbd7Rjd+tOaKr5WHV7PYjHvQgFk9i/rxtduS507N0LkpAsIkJBP+KJOpTUMkrdXdjd1gZV1yEKgOx0w+H2IhwIoFLMozOXR6Fnf69KqgNW2YlowN+rFFtGd9c+6JoBgnC53IiHglAJFEsKct2dUBQFpAGXwwG7wwHZ6QOpwtA0tO/r6JNelmUnvL4gBBCaoiJX6IaqqH3qrLIsI+oLoKdkKqT25HPQdcP0AZBlBDweqAahGzqKpQLKZQWAAKfDAbvDDlGUYBgGdNV0KDN0DZqm/Z+Nc8668DxMn3o+Nu/pwvefv4PP/j0fhkEIooRjjhuK8064EC2KExsXfowlK77Bju0dAAy4vW6ce9Y5sHkbUMnvx9df/AUbN+2EDhEu2YZJE6agcdAU5ApbsejrT7Bj+04UiyXYbDZ4PW5MnnoVdMsedLW347tvv0Suez8kiwSHw4Ujx5+JUMSJjo4dWLb4G5Tz3dB1HTabDJc/iCkTJmHH3jbs29OJHdvWQVEUEwX1BXDUqBEoVBTsbe/Erl1bUSmXzJvF5UZzbR1otSKfK6J9z04UigVoug63U4bT7YHfF0e5kgc1Dbvbd0PTTCVSr8cHnz8BAwrUYhHd+f2oVEwncNnpgmSX4XW6YegqiqUyunP7YOiGqQfu8SPo9gACUSqX0bm/09zghoTL7YXscMBht6GiaChXSujpyYGGYUove31wyTIUXYOmVLCvqwuGbvSWyQ3ZLgOiAE1VUSpXUCiayxY2qw0evx82yQYapkRxd08PDF2HRbKZPLbdAZskoFCs9KKgxV45aAeCPjfsdqvJl5fL6OrpAQ3zl4zP64HLLqOkaVAqCsqVEkqlCkRRgMspw+VygwJgGAaKhRKKvWWSJCvcXk+vDLWOSllBRVFRKpUgiCJkhwM+jwcWESirKirlCvKFAiAIsEoS3E4ZsixDMQxoFcXE/XqxSq/HC8lqgyhJUCtlVCoqCoU8BIGwSFa43B54HA5ohopSSTEHBnNcgNfjgdPugGS1oFhSoOmqmS/Nh4rX7YXNboeiaya2nOvpbQNTY95qk+GwSShXKlBVrVdTX4DFIsHpdiMiO1DUNRTLKvK9/RiCCLfLCZfDAVG0oqQogKGhqyffp27r8bghO3zQoAGqiv093dAUzfQsd7lgtZky2KqqoKIo6OkxcU5RFOHz+eCXZZR0BZWyjlzeZOYFAXA53ZAdNlglGyqaCkPV0JXvAZd9gXAAACAASURBVECIggC3yw2nywWDhFpWkMvnTBVbweyvks0Bu0WEpqkolMpQlCIMQzD7k8OBsMuJ7nIFhq6jp8esLwG4nQ6EvD6oFFCuVJAv9EBRTCTabrNClu1wODyoKBUYmmL2V4MQBMLp8sDr8UKggJJSQr7H3H2NNPemsNtlRPxedObz0FXN9EswDDOu04VsLIqipiKXK6BQKEDRzIevbLfD6XTA40mgJ78HqqKhJ5+DYRj/8cD/A2of/z2BJD7/+FN89/ViVFQFpUIPVE3r9XrT8N03a7B22f3QLDb0dO0DDHO3K0EUUC6WMG/e3yBYJOi6hlKxAFUzNTKUCrFo8UIsW7kKilpApVRCWVVh6BpUFegpFPHF56+BUKCpKiq9MxlVN2AlsW7VZ7BAR1mtQK+UYOg6DIMgDWhKCV998zk03YCuGzAMo++FiqFUsGr1GlAQoKmmXTcAkKCmYkf7XlgtEirlMhRNg05CEEVougGloqBYLEBRi1AUBRBFgAYEWKDpBipKGQJVKGoZhm7ORNjrgGIFoVM3/QIM8+YkCRoGJBC6ocCgDlVVIQow84UAETpE0ZQQNnQNAgGAvZpBAgQoMAQ3AA2qZpjS1QIggCAMiKIFtFigK6o5iqEXEhcIiyDCbpVQrJShGb0p9spzSDY7nDY7dL0MURAgAhBF0YwqAJJIgAIEiwiDps0QzHJJIuCyO0C7uSmGKEoQhHJff4pnMhBFK9p2tkCSzBVjU6JagC+aRGNqGLZuWQRq+1FWTAcdUQREi4B0NAtBAHZ1bIdaUSCIYp8WfNDnw+DmUdiwezs6d22FRbKYs2daYLNLqG9qgmSxYeO6NdB1FexdOLCIAkLpOhwZDWFNayva9+6GIAgQBQNi76Y1qVAGQb8XKzYvBwtmvgdmwC7ZgbFjJ2Jz607s2LgOokUCacpuyw4b4o2DEZNtWLV2JUQABRCmc5gBjy+EMckI1vcoaN2zDfm8AIgWAITDKiHkC6G5YSgWrvgKlZI5yRAgmrN22Y4pU6diy84d2Lzye1hEC2gxQBpw2CVEGwai2ePCd+tWmfryAiAIIgSLCJc/hKlNTdjU3YMN2zciXxTR27ngsIlIhGM4YuhwfP7tN1DLCizlIgxNhyAI8Lo9OO3sC7B6/Xqs/u4rCBYLLL39TrKKaB49ASMTIXz8r/kQRAGdShkWEbDZBSTqGjBr+FDMXbUS3btbUcjnYAhmP/J4vbjo9NMhyDJem/suSqU8JMkCkpBtDqQStbj+F7fjqSf/gPZdW1Aol82HJABPMIrf/M9jqOxrxQsv/hlbN6/vu+edLg9GTJiIa8+cjhfnfYKNK1agXCqCFhEQLcg0NeKBG38GayyOu3/7GNau/bZvpz5fbROGZtJ46JF5eOrpa7Bk4VKsWbsauqb3+Rj8R4Prf+shiiKbGgZw+gmnc+CIMYxF4nQ43bTZHXTKTtbV1vGkE0/nmGOOZyKWpN8fNJl5h4Nhf4DTpp/BqSeezgHNwxgOR2izO0yO3x/g5FPO4S9+/RiPPHI84/EkPV4f7bKTXp+fmUyWt9/9PE+aeS4HDBrGUCBEu0Omze5gNJHkLbc/zIfu/h3HHT2FoWCIHreHdofMUDTMsVNP4guP/IGnn3MBBw8aarL6DplOl4cjxk7g7Bde5Suvv8IxY45mOBymw+mm7HJz4OChfO3VufznZ4t45jmXMJVK0esP0u32sL5pEM+YdSnXbyVvu+cunjDjLIaicbo9Xjo9Ph514nls7SCXbO7ilddcz1Syll6vn26Pn6PHn8pnXpnDnT06777vAZ484xLGE3F6vD6GQjE+8PDj7NENbt27g9dd/2tGowl6fQEGghH+6td3c92m76mQfPqZZ3jaTFPS2RcIMlNTy6+XfsgyyfbOTv7i5l8yEo7R5wswFI3xrXlvMN9tUNXJ5198mdNnXEG/L8hwOMIxk6Zwz5bdJMlCpZs/+9XTDIUi9AeCrKmp58oF3/WRDm/O+StPOHUWff4AI5EoT595YZ+tUOjhL2+5hdFwhMFAkCOGDWO50NpHUPzrw7/z8vN/zEgoxJpUinf++mYeCvW98+Y8RsNRhkIhThw7pu+8QXLtxuU87cwzGA0GmUkm+O5zz/TZO3fv5FPPPMFoOMxoLMbpU47moWHl/M+YSSQZC4dZl02TvXzNsjaFpc4u/vP9fzAejTIRjXHcqFHkIaxKd7GN6XSa0VCY6USc+xZ/eUjKOt994VnGIjHGQmGOHDakX747vl/O+mwd04kEazNZsqftYH11cvWKZUzGk4yGw2ysqSXbD6WRejigoZGhUIixSIRr3/1Lv7S/efsvTIRNSe6BDfUk2Uc6ta/fxObGAUxEY0zE4uxuWd0v7u5dW5mIJZmIRJlNJqls3XaIVWNzUyMj4QjjsSiX//3dfnGvv/gyJmNxRsIR1mYz/WzdW7exuWEAo+EYa1NZzn33s372vXt3Mx5LMhZN8OVHH2TPrv40WX1tLcPBEOORCDctWNTP9qNTZzAWiTAaDPG5R5/tZ+vZuYcNtXX0+wNMJlLcv4v9CKqzzjrfRKbDUf7lpTfZ2XuhDjBlNdksg8EQw5EYN6zazhIP9spZZ53JSDTOUCDMP/7uOe7upYIKJHuKZHPTQPr/N1A9/9HADGArgJUAvj9QEABBAJ8C2Nj7Geg9LwB4HMAmACsAjPp/S9/llLl+dZ7LtpALtxh846X3mIglGQwE2dg4gJs3VLhuP7l6D/nRx6t4y033MByKMJ3K8v477uWmPLmxnVy1S+Ozf57LaCTJgC/An1xyFbeWyG1lcnM3+e+v13Lq5OkMhSI8/pip3LR+N9t0sqVgHtdcdQNDwRDj0RiXzP+ObTRxzV0kX33mDTbWNzIcivC5x59iW0ePqTNPkgo5cfwkRsIxJlNZ7tq+jyWaeJZB8qaf/ZzxWJyJeJIbV26n3tsBSiQ//2QphzQPZiye5ttzvupDxlSaKOjpJ5/DWDTBTKa+X6cskXzkdy8wm61jMpll5TDW0yA5cOAQJhJpjhrWX3ddJ3nmGecylc7+IMtt4pyNTKXSvOjSK/shcArJiROnMpFMc9iII5irik2mMzWsr6vnY0+82O98mWRDYyMTyTRPPOGgBr1Bc0hsad3L2nSGjY0DuGpFf3RSI9nU1MxYPMmrr/15VZ77e8h0KsWhQ4dwVVdbP1uRZG1tDZOpFG+7656qdJdvXst0JsNRRxzJKt6PZENTE7M1tXzggd9V2WaefjpT6RSHDBtWhVUWSNbUmRjp1dff1M9mkJw27ThmshkOHDSEPxSaBw9lNpPl2efNqrJd8bObmUpnWFvfWJVvmWRj0wBmUmkeP7Vadvvqq69lNpthJlvT7/yBx9IRo8cylc5w7LixVWn/5oEHTYnrTE0VcquSHDSomZlUikcMr8aEr73pRtbU1DKVzf6g78HIsUcxmUpz+MiRVejyTXfcyVQmy5ra+mrJbpIDBw9hKp3lisX9B/0KyQsuuszEqdOZqvp8ungdBw4/gslEgt9u33GYaDf54+tuZiyeYCZdw/1qf8j0w0VLmK1pYCwW4+JFnf0gYoXkmbMuZSgcZSKZ5r5DCm2Q/HzBLg4YfARj8SQ//Gold3YrLPOgHPvPb/ktQ6H/nOP/30H1TCE5kgfXm34F4DOSTQA+6/0fAKYDaOo9rgLwdFVKhwWLZIPodUGwAU4LUXfEMfD6grBIEvz+IBC0wWYh7BYN6YGDMHrSaZCsEqx2B4YfdRRsFsBi1eH1WjB87Emw222QrFYMHD0ehmag0G2uTsTrB+KoY6dBFEWk6gbAm4lDEk35XJtVx4wzZ8BqtUK0SIg0j+5DNt0Axh8/BcmaLCySBZnG8ZD8btOdHkDJChx51DGwSBIskgXBTBAizPW1AoCJ0y+GIIqARYSvPmEqfvba60cdgVi2EVZJRKJe7JNXFmFKux45eRwskgV2h62f9LIDwLhpw+ALuGCVLIC3/zXVAAweMRCiRYTs6S8pLAA4buopsFvN3cIODxKAoD8Ii2RBY11NX+fp0cz6jhg+GFaLBX6/XIVdagBcThtEyYJ4JtjPZgXQUB+HJAGx0EGbAJNCSiXCEKwWOKxWNDSE+vcRACGvD3arBY11iaoye9yAzWaHx+uBx+Wvqm8g6IUkisiE+5dJBDCovhmSRYDPbv9B/i3sCsFiEdFU01hlmzR6FGSrHaGAq2o9VQIQDftht9pRd1i+AoBTTjrZ1BYSq9sAAOrCaYgWC+oy9VW2mZNGQ7ZaIVsPoq978ubSnxVAQ0PGbCOpukKzTrsMst0Fu2Ttd/4AQjm8vgEWUYDH662q08nHjoVLNveI/SEJ5PrGZoiiBQG5GoydPvES2K0OWAWpj3xrPSjuiWGZWlgtFvjcgT6stqv3c9oxk+GQrBApVqGeVgChQMTsQ/7+UtI2AOOOnAmLCFhgqUJfjx7cjHgwilK5gpQ93Xctl2w2maFxI0dDhAhREOCR+uc8etAoSJINuk507D3YdXSYbe/zjDOXL2GD2mneGwbMT0FOwu0JQ4AAlmTYLdZehNSkuvzJWvC/FOc8DcABsPUVAKcfcv7ATgoLAfgFQai+Uw8JNrsTFQtgswBWC2D3ujBp/PFwOj1IZmtQIWCVBECSINhENA0YALfbh2gkgFBdvakr4rCABNxhJ0KRMGw2BwYObYbLKSIcATwyINiB42eeDofNjlEjR8IpA6pu8vSslNE85gRYHU5YrTak4gdZfFXTgUACp5x6HSSLDc0NI2GzmPaKokAD8KPzb4HdboVH9sDojXcg/tQpIyFJDsg2N7w281YSYDZyNARcfPFVsFgcGNowvq+hDshFn3POzbDZ3bBJrqoOP2LoGITCY0HRiooGrGgB1mw1O6wVwIDGiyEIVsSS/XXzBQBDhlwIXyALh3xQg9441D5yIgQ4kOuM9dk9vaPAuOPPhWCxQdWDVRy/AECUfKgoGnLo/8ARAcie4RAFGSXRj8ODDYBVdEIQHHjvw3yVPRCsAyli3eZclW19K6AbRK7Qg/nz+8syE4BB8yXcZwvWVJU3r3ZB0zTs2b8fL722uCrtslKCUinh/fmvHSJCbIbNu/ZCURV07t+Prf2VpFEBoGpFlJUyPvzn1zg87N23EbqqIpfvhgbgvX/159P39+SgKEV8t3Q+Og8qOsMA8O/V66AZGorlEhb0IvExt9g3cChKFyqqijVbt1blu275v6AoRShKEas7NuDr700gs9C7nLytdS/KpSL27N6J1sPcEz5Z+A0qiqmLNG/uwQorvUe5uBuqqmPb7p04jE7G4iVvo1zugaIWMO+b95AzgOQhI/HK9etRKhXRsW8LlvY2w4Fe8tacOSgr5kvc2W980S9dFUBXzzZUlAr+509nYV/P7r5JkgZgyZKnoWsaykoPHn/1iX5x33n5BWxpWQ2LCFx64cmYN8/U7D+ywey7z/3pMVQqJZTKeTx47/9A6U2TAO657SqUCvugaQqeeO4EvP7ea1BhYqS7i8DK5Y9AVRWUivtw461XQKLZJwwALzw6E9s3LUa5VMCtPzkBL//uYQC9E74S8Mof7u59V/kfhv/k5wKALQCWAlgC4Krec12H2IUD/wN4H8DRh9g+AzD6B9K8CsBiAItl2cnl28kNe8lVWw0u20aefvaVTKdqOXr8WC7fYXruburUuHIrOW9+B2tq69k8aAAffPF17ugiN3bq3JojF601OOKI4YzHE7z0utu4J0+2a+Qeg9zcST47ezajkSinTjuVs+ftZp5ku0G2KTr/sehbxmJhxmIxPv7E3D7P3HaSa7a38aJLZzEei/PXt1/HTW09zNPcoStH8q7f3sdoLMZEMsa5X/6dCg/uqPPc0/MYjycYi0X460fuI2muKBgkP/iokxMmTGYg4Ocpp53Dzz43n5gHfjaefd6ljITDTCVTfPX5D/t+Rmok7/ife1hXV89YNMxbb7uK7blin9v3nh5y1JhhDIWiDIZDfP+bD6jQXH7IaeSpZ0xhLB5jJBLhL357LxevN9M1SHZ2tDKdTjIciTFbU8O//rWLBtn383tgU5O5y1kkzqf+9CTZex1I8h9z1jAaiTIYDLOuJs21beuY7833g2/IaCLLUCjKWDzOx19/hmt3mz/Vv28hr/nl/QyGYwyFImxsbuR7n5r17CL59cJ/MJJI0B8IMxxO8oUX55K9tvKezbz8yjPo8wfp8wVZU5Plyo1fMddbn4f/9Bp9/jB9viDD0Rhvu+s+Llhl2t7+a5lHHHUyA8EYfYEoE8k6vvnmFpJkSwt51z2PMhSO0ueP0uON8cHf3djXPrtXfsl4MkmP10+PN8DTzjyKX34xx1wTL5G/vvshenwhejx+hsNxXn7lzTwQ3p1XZiCUpNcfoc8f5sgjj+Grz5viN1s3kg/e9wf6QyF6vD56fSHefOMZpGEuXaxesoDRVIpuT4Aej5+jRg/l3b8zvWz3bCfvffhv9HhDdLvNuEdPmdmX79x32hiO1PTl2zxwCB96wNwBbMcm8q0nn2YgZJbZ7fHzzDPGcG8bqarkzqVLGctk6PUF6PF4WVfXwEsvvZ5UyMULe3j3/8yl2xOm2+Onzxfm0JETzbXQIvnaSxsZCptaWh6Pl+naet5y0ywW2sgvPm3hfbdeT7/PR5fLQ5fbx8mTR3Duu/u4cnmR77zwJEOxKF0eDz0eH5PJNE+acQ4Xf61wzmv/4LkXXk6ny0vZ6aLbE2L9gBH86sOFfPH5f/Dqax6m1xegLLvolN2Mp1J86rH7+M6rH/CWWx5kTU2cbreLDoeTfr+fg5ozvP1Xz/DnP/8FT5k+jR63k3a7nbJDZsAf5smnXcOrrruLx59wIn1+H2XZQbvNTqfTw1AsyfPPPYcTJx3LhuahdLvdtNvstNls9Pm9PHrckRx/9DEcPGgYA4EAHQ6ZNpuNbqeL0UiAA5tHsqmxibXpDJ2yacN/uNTzH+GcgiCkSO4SBCEKcz3/OgDvkfQf8p39JAOCILwP4EGSX/We/wzAL0lWT6V6g9Vm57x/b0c2E4NKIN+2F1ddeSo6drZAsIi4/9lXMXrEBNg8LuQ7dXz68V/w+7tuAkE0jBmLFx79E9zJGlRKwOLvVuHGK08EVQWRbB1e+sMTaBg1Dt06sHdnBY88fCO+/HAOHE4Pjhh9FN6a/SY6AOga8Kd7H8Krzz8CXdNRW9+Mj79cALjNGcWcP83Fk3+8HR0de+ELxnDuVTfhll9eac54c8CMaaOwadM2GAZxzKxL8OLD98Di8cClArNOOx5ffbcMumEgNXQ4/v7k44gNHw6UgVtvvAbvvvc39PTkEAwEcMwxx+HlV15GW5nYvW45zvvRBWjb3QqHxYKa2gZ8/e23yEnA3q1tuPiyC7F15TJoqo5wLIrjz7wYF/30eridBr7/fiNuvfw0VArmJuZHnnEWnr/zt1D9AWzZ2Ikrzjoa+XwBhqYjNXgYjj/hJNx0/U1o27YRb731Jl5+7hnoNHn70WMn4ok/PI0Om46vXn0FD//hMXMTckFENhnBGedegkHTpqPz22/w1kf/wveLPjOpHQE49uLzcdk5l6N9x0Z89PkmfDznjxBoQLIIqB83HidMm4XmpAMLv9+BL77+ANuXLzEVOB1OTDj6BFxywRloy3Xhr2+9hcWLFkCnAJvFgppsAmdOOwmuoSPw4UvPYX3LZuzbnzM387ZKGDZuNBrrBqG8fy8WL1+JnTt3wKABqyQhVt+MptohkJR27G4vYEfbNuS69kGAAKtVRnNdDQY11mLzjna07m3FnrZWc9N0yYpo0I3xo49CQVfRsqkFLdu2QdMJURDhctuRrq1HQyqLndu2o21fB9r27AFpwGK1IZbK4IiaNEqGjm27u7B12wZougqBQMDng9/jxJD6Ruzcl8Pezj1o27MHmmFAhIBIyIMRQ8ehrCnYtX0zdra3o1IyN3r3+nzwRGKoC4Wxt3M/cj15tLbtNGkwiwR/MIoRyShKADp6Ktixays0VQFEAW67Ax63DfXZgWjb14FyoQu7OjtNRVgAfp8bDfUjoOsldHXuxa72tl5s2QJZdsLtDyAbjqKruxvFchlt7a3QDR0WiwSP149sKAhdFNBTULC7fYeJZJJwyQ64nDbEE/XoznWjUOhGxwFMWBDgdjuRiNWC0FHId2N/rgvFYgkA4XJ64JAd8Do9KColaKqGzs4OkAasVgdkWUbQ64bT6cbezi7s79oLVVUBQYTssCPg90EU7dCoo2vfXlRUFTAMWK1W2G1WuDxhkApU5aACLkk4ZDd8Hh8gwsRtc91QFBOnliQbHLITLrsETRBh6DpyuW7omg7QMD33neYOckqv1r+m6X0y1JJFhCx7YFAzEeRiEZqmQdPU/w6OXxCEu2A68l0JYDLJ3b1LOf8i2SwIwrO9f8/u/f76A9/7v0vTYrGwNluDE48/Bx3FLmxduwLrNq6FqqoQQISDXgxsHgFvpAY7Nq3Crj07sW9fBwABLocd8YYBqEs1oJjbj81b1mNPezsMQ4fVKiGSrUN9aiBKuVbs3rMXnd0dqBSLEEUBDqcTjY1HgHoelWIZre2t6OnphgABdocT6UQGLocNuVIJ+7v2IZ/vgaoqsNudcMoOJINBFA0DSkVDe8cuqGqv44rsQCjgh2CxolRR0J3bj1LJ5PhdThkBfxAW0QrNMHndcsmUBbbbbJBlB5zusIle6iryuRwKpWLvzeCDxxOEIBhQVQWFYh6VctHcCMTphd1hMtUaDRiqgZ6e/VBUFYIowu1yw+N0ApIVlUoFPTnTZhgGvC4X7HYbHLIbiqpCVRR050y9d4tostwedxiqXjG14Hty0HUNoiDA6XbD5fRBFIFyqQjNMFDIm1LFktUGt8cDh80GahWUVR25XA4AIYoWuN1uyHY7RIuISsWUdC4UiyBMHwCf2wm73QFd11EqKcgVcgAJQTSZebvDCRFAuVyBopRRKJoLMTabDT5fAJJVgq6VUS7rKBR6mWqLBYFAEA6bDaCKiiailO9CoVQCRAl2SYLfJ8NqtaNUVqFUKr2bYtDUp/e54XQEQSimVHSvJrsgWuB0uuB0eSCJQEUpQ9OInt7rKFokBPw+OO1WaNRQqRBd3fvNzTgEAR6nE7JshU32QSkXoFRU5PI9oGFAEEX4vB643WHoegWVcgm5Qg801Vx0cHsCsFstkGU7yqUSFF1AId8FVdUgWizwe33wuBwwABSLZeQLeWi6bvYL2QG7zQq7w4dSqRuaavTVlyA8bg+83hgMllAuFZAvFqH2+qs4ZA+csh0OmxVlpQJNF5Hr3te7gxXh9XjhdthhCEBF0ZHLdUHvxZ7dThkO2Q63O4x8fj80xZShBmFKkLvc8Hhi0PUClEoJ+WIJSq+egkN2wemww2m3o6RUoBkCurtMuWibzXTCCjgdKGkmft2d229KkAOQbTYEAkFYJDsKxRzyBfPeIw3YrBIcDgcCwRSKhQ6oqo5csQhNqUAA4HJ7EAunYBEM7M91Ip/Po1wpgwRsNglutxe1vgB2lQrQFQVdPTnomg5BFOBx2FGbroVkc2J72zbk80WUlQpoGLBbJThlOxqbR6N1x3ooFQXdhTw0Vf2P9fj/l9f4BUFwCYLgOfA3gBMArALwHoBLer92CYC/9f79HoCLBTMcBaD7/2nQB8xlqFy+Gx9+8jd8/a+PsWXLxt7G0GGAKKsG1m5Yh4WL5mPrjhbkiyUYNGDQQEVVsb99D1avWooNm1abGycYGgQQBgA1143dOzZj5+7t6Ml3A7oO9s6EaBCl3F50tLeis6sdhqaAND3rSAOgCqtuoFDqgaYpEGgANABDMZlguwyFBipaCRZRgiiaAhBWi4i6TCOa6gcBgmAy5hAgCAIkEsmaBkyYOAUWq60XeTc12a1WK2SXB6eeeQHCoSisohWwWCCKIiyiBTbZhrNmXYpZM8+APxCCRRRgAvUCrA4JtcOG4pbLrkBNbSNcLhmCKEK0SBBEAam6etx77Y346VU/RigYhtVqhcUiwWq1IhhLYOIxJ+CPf3gK2bpmuBx2SDY7JLsMq92G4SPG45258/GrO+9BLJ6E3WaDJEkQJAmN9YNw66/vwTMvvoVhI0Yh6A/BIlkhWa2QXW5c+JOf4b1338UNv7oBiVgWdpsVFpsdNpsd0045C0+99iSef+MpDBs+FmGvH1abHXab+cC489ar8dmXC3DvI48gnUrCYXdAstrgcMiYddqZePfe+/HSO3Nx0sxTkEw3wu5wwCE7kRo6Ch/O/TvWbdmMv302F8OGHwNZNgcEny+IPz7xJFpaNmHVliU49dTzkEjXQ7Y74JZlpLMD8fGXs7G+ZSt+eftNGD1mLBx2O2TZBY/Hjfse+TVatqzD4u+W4YzzzoPX44PD4YLd4cDM867He2+/i81bNuOue+7C+GNOhkN2QpZleFxePPzY77FpyyZs2boK519wFTwuN5yyE06nE2defCnmffwSWjZvxO9+/wCOm3YCnLLpLOZwu3Hzb2/D5pa1WLuuBRf95CfwewPmLFJ2YsJxF2L2K29jc0sL7nrgYZxwwo/gcLrMGbnTg5tv/y02bdmEzVs24afXXQO/3wen0wnZIeOEH12AZ194DJta1uPx5/6AGTNmwO1ywuNyQXa5cdHVt2Bzyyq0bN6Mn/3yFrh9YbicTtgdTow8YgqefuYVbNzSgsef/TNmTD8PDtkJu12Gy+nG9Tf/Apu2t2DTti249fbbEQwE4JRluN1uzDjrLDz71hNYs34VXnrjzzjz3HPgc3vhcDjgcnlx/e13oqVlJTZsa8HNd92NQCACWZbhlGWcNPUCzH7jr1i/bQtemP06Tp11LVK1SciyCzXZNB548EGs3r4dH/97Pu65/064vV7IDjucshM/+unlWLlxG9a0bMDfP5mLmmwd3LIM2SFj7KTJeP7N57B6wwqs27YWjz35HILeOH59igAAIABJREFUgLmJiseN3952J9ZtWIHV61fh439/iSFjJ8Dj8cHldGLK+HGY+9qb+NeGtfhuwxbM++BtBAIBuF1OuN0e3PXzm/DFquX4bOkCrF21CsOHjkDA5Ybb6cSU8ZPw1aef4x9ff4LFq7fg/fc+QjwUhtNZraP1/zn8r64RAagHsLz3WA3g173nQzDX7zcC+CeAIA+u9z8JYDNMBLRqff/wQxRFjjtqFK+/+UXOuvAnrKttpNvtM3XqXS4eMXoEr/zpL/jz2x7hwOYhjEZTdLpcdLrcDIZDvODya/j7P73LS3/8Y6bS9XR7PHS6XPSHwjz17B/x0Se/4a/ueJCNAwYwHItTlmW6PR4OHNjMZ/68gC89/x7PnnUhE6k0HQ6Zbreb2WwtX3jmPbYtK/H6W+/g4KYmhkJhutxuNjQkeeqp09m1XucTL87jZZdfykQ8RY/XR5fbzeMnT+K2DUW27iJv++3v2VjfSJ/XS4/Hy6NGjuB3q3azWCHffv97HnXUeIYjMXo9Xg4bOJD3/OYhqiSXravwoUf+zJqaLL0+P4OBEK+69lp2F82F648/XcqxYyYyFAzT7w/xx1eew39+Z3LVm3YW+fKf/8F0KkufL8hIJMqPPv6UpLmO/+3X+zli2FCGghEGgyG+9Pyb3NyLXG/eSs55/nXGYwmGw1Fms3VcvNRca1dIrvi+jXV1DaYmeyTBN9439QwrJPfnyDvveZPhcIzBUJTDRhxl6o/3Hl9/nmMilmEkHGcmU89yb5oVkrt2kq8//Roj4SgT8QRnzDi1b126QnLDivVMZ2oYCkVZW9fETb3lPaCd/8wz8xkORxmNZ3nFjY/2xS2TfG8+mUhmGY0mOGLIQcxQJ9mVJ59//X3GogmmU1le/7N7+rBGg2RR0ZhOZxiLJdg0cBBzh8h3lkiOGD6O0WiSqXQtv1zU3/bJv8lYIsNYJM4BDYN5aFBIjhg+jPFYkvF4gnm9Wk44W1PPaCzJdLaRK7f0jzth0umMROKMRpP84IP+8ZatIZPpOobDMWZStVVKl1OOncxEwpRAXrhuWx8eeeB7qUSGsUiC8UQNFxwiKlomOeWkCxiLmdr3s1/Z0K9MG7eQmZomhsMxptN1/epjkJw69TgmkynGYwl+vGxbn3/AAZy3traB0XCUyWSWKw8mzQrJYyafxUg4zmgkznlzdver7zeryXg8w1AoylmzftovT5XkqNEjGQwEGYsmuHKLiXseKNs9tz3MVLqG4XCUd9zxEPd0HdTc10iOOfIYhgIhJmIJrlhU6cMtKyR/89BTjMWSDIUivOXGe6iUD8ZVSI48YiQj4Shj8STXf7+aefZtq8DfP/gEU8k0Q6EIf3HjHcz3HOT49+fJKcedxFAo9H+2LLPNZueni8tc1UYu26Ry/rc6hwwZ28vF1/KzpeTKneT6DnLJZvLJ51cxGkkxEkny2pt/z/X7yA37DLbsJ2e/181UqoHBQIgnn/ojbukmWxWytUJ+uZz87f2vMxJJcOSIcXz/ww7uo/nytrVMzpu/nLFIgpFwhE//6SP20HxpuccwuG1bF4+bdiIjkRiv/9kv2ZMz+fB9NBvsl7c8wFg0wWQyxf0dJZZpvvTNk/zwvbVMJVOMRGJcvWYdtd5OVSG5fjM585QLGI8n+exzr1LnwUG2SPKhR//AeNzUdCcP3pwqyVUrV3HosCHMZrLcsb7cj402SJ436wImEik2Ng7g4eG5p+awvrae2d50Dw+jx0xkOpXhxEnjq5jrG37+S6ZSGTY3DzpMANkcHJqaGlmTreOVV13Vz2aQnDFzmrmxzrBqDXrSlDGuydbwzdfmVNnGHnUM0+k0p510XNVgppLMZrMcOHAQ3/rw/SrbURNGMpVK8ZRTTqtKV2WF2dos6+rquXzxhir72DHjmEzEefas06rq+8BjD7G2rp5NjU1Vks4ayaOPGcVMJsNjJ06qSvell15ifX0ds9kf1rafMm06M5k0x4w7sirt9z55h01NDaytra+Kp5E8//zpzGayHNQ8sMq+6KtVHNDUxEw6ydIPCGCfd8HFTKcyHDR4QD/u/aW//JPfLJvPQUMGMJuprYpnkLzw4nOYSqVY+wN1+uKfqzmwqZk1NVl206i6lmecfjYTiSQHDGiskhl///N32Fhfw2w6w8M7pEby5JmTmUok+OFf/16V79zX/sJYLMZ0JsP2w2z7e8hpk09gIpHk3z6YW3U1nn/5OcaiUdakM1UPsp3FDk6cOIqJRIL//NuXfdfqwOD/0jOvMpVIM5FIcntHZ9+9rZPs7CZPmDSV0Vicb7/4BvN5c9BXdLO/zn37Lcaisf8Kjv//t2C12RCK2WEhYHOIcPh0TD7xJDicTvgDbiQzgMsNCIIBXQdGHz0E/qAbTpcd6aYAnAHALQMWOzBwlBd1TXHYZQcGDx8Mm2xKOlutQCgBnDBzEuwOC+obGzFiksmKiwBEO9A8dBicLgfsdhsmHT8JBkzEUNAJRn244Se/gtUqYdrUGVA9JjJpA1AgcNEVt8Jut0OyWlHyOmCBKelsATBp+kA4ZRk2mwRfphYWHMQ9a+qBK66aBavFgpEjB0DFQZ5aBnD2xT+GzWaHw+6CcohNApAcMgTjJ54KyeJAusHeh1YeQA4vv/w+uJ1OhAPRvmut9r7queTiszCoaRhstkOFoA+Gc08/D3a7E80NE6ps111/H5wOD2S7C4e/OZIAZNJHQLTYMGbs1H42AcCUSXfAagsiGatm0wGgJjMYdocHIW/1suZpZ54NQbTBaWvG4aAbAdjsPmiGBb7wsKoyxaPHQrK54fmBfCXY4PUkYbX5sGdPNat/5NHHw2J1Q1Vqq7j2mWffCqtNBiFV4YsWAKnoNECQ4AlV59vcdDGC/hQkyV1lA4BjT5wBQbTDoL8Km5147NmwSH4YhoDte6vzTcZnAYIFdjnWz6YDqNiHIByugyA64fgBAeyp08+GIIhQVBsOoUhx6blTMX7kFNjsceg6sWxV/3gCgGz8VOi6AJujv98CAASCgxGM10EQ7VCKQhWePHjMRAiiBaohoaT3t2XqZoIWJzQK+Nei6vpapHpohog5H5oypoe2hSIMAyFA1w3s2lFEpfc6AMC2fYArUANCxPdb89iwE/36VmfFvPKKbuCl1zf09XcFwJaNu2CIwP/F3XtHaVWd7f/XaU/vfZ4pzNBm6CIIgggoYEVQ7CVRo7EmMbEkamwhGmPUWGNDsSGKXWxRgygoRaRL72Wo0592+vX74wyDw7h+a73frKw3691rPWvNOvfscvbeZ59z7nPtz21bxOw576N+P2EBHevGtu3rYNkGDNvCB//6FEK7TQAwf8EOHGhqhGkYePHN9/DhB5uhALBFZ75+8PlXzgf4fzP9Vy/8oqhAkQEbhCQAkqKgR+0oeNx+KEoIpg0IEiBJIkJRoFgsIh4rhyx6UV3ZD6LqxGV1ASgVVfToPgSSqCDizzioGzhBmk3NgC9ZBVnyICT5IKqAYbQvpgRkRYDH7YckKCiT/R14VhsCPDIwqHIw/C4Xwh5nW4IAp2N9AlAVFqGIIlyCALm9TgnOJPJagCzKzqRudLjJh7DOEgCPJUMSRTRv3O3sKYBzUyEAFpsBmpBowgV00pHbto7yhBuyYAHNpY7jh6TRMTkH2CaKbQ04NJ2V9hXEbLWga87H6kL9hi5j0nhwP3S9hOb967ssOmvbVTuFQg7KETYJAIUSbNvAgkVf4MjU3DgfptaGPfu3AsV9R1g1tOQPoKQVMHf+s13yLl7yHUxDxa6dS7tw820Aql5EoZTDqzP/DrRfovPXOXXs3b8SWimHlWu+A5q2d8rbsn09coWDaM014LlXfnFEyQaWbl4F3VSxdu2/Om2iA4A333kOhVIBebWA5RvnA0fckrbu+BYlTcPG7Sth7VjTyfbZ1w+jodAIVcvhy3c67z0AdXy9dAE0rYQ9+7Yix86I3llvzUZroRklQ8Mnnz0LaAc699V3r6Koqmhs3o098+Z39JEEYPnmWTiQa4BmlPDkSzNxZPp88VcwTBMFtQ0rtnVeZR9+aDra2vZBty3MevMe2Hs2dbJ/u/hVGKaGnGjj29lfdbI988ofsPfgbqilAh569tkj0NrE/JWLoeoG8sUcvvjmg07W9999DW35VpQ0FS++8jvk13aOM7Bu3RKouobF383G66991OmBZOa7U6EbFjTdwFPTHkMzDi/8n8x5Hqu2LoGma3j3w1l4959Pd4ygCeCjf82FbhJFVcdLr9wK3TocS2POnFXYtGkfNMPAex9+imemP4si0HFjeWv2p1B1E4Zu4vW330fTzm0dC/9bM36H3Q17YFoW1mxcgbfevhViCdAJ7NuyAYuXLoBuHHH3+39J/87rwn/6p7jc/GYdubGBXLeP/G4LecWvp7KsvJrp8kp+tnQX1x0kt7SQaw6Sc5ea7Na9D+OZck648Cp+v6OV21rIjS0ml28k+/YfymQqy0Enn8EfNm3hAYvcaZNbGsiXXvmKmUw5q/oO4rW33sUGrd3VQ/Kzz1cyXVHNUDTJ0RPOYr7kuHoaSS5ctY2nTvkZE8k0+ww4htOe/6DDzdNgktffcS+jiRSTqTR/ffeDbCS53yBbbPKhGR8wnswwHk9w9MUXsaW1gXk6rqD3F6zhqMlnMZpIsf+xx/EP9x2OF9tE8sJrf8tY3InNOmnyeSQdN5BK8s8PzGRFTQ/G42kOHDSc01/8oBMPpE/dUYxG4kzEErzyjns6vcJOGDOK6WSKkWiMo849jy99dJjZsu6LT1lZlmEkEmEimeJvb7q5w9a8di3r+g9gKh5nPBrnSWNP5NfvOvsLjDby/TkLmEqnmIwnmI7FOfXR5zpef9cfIMurKhiLRBiPRnnWDb/mt1s3drT33vvvYzwWZSQcYVlZGR964iG2tef9/JXpzMRijEdjLEsmOPm0iVz7+T+pk5zz4Qe88ryfMRGJMh6NMRWJ8I8PPcp6kjvzGv/6zJtMpJzzCQeDHH3pJXzxs3nc1trIdxZ8z5Mvu4KhUIjBYJiJZIK/vP4mNpZyXLtmNe+56y7GwiEGAgEmIhGOHnYMLZvcaNp884UXWJFMMRKJMBoOs0+Pal5z331ctbuJ8xcs4r0PvchQNMZQMMhwMMQhEydz3fffc239Dr41ZxGz2TSDoSCDwSC7d6vhpDPO5f79jVy0YBHvvv0WxkMh+v0BRoJBHtW3liu2tPKHFo2zXnyVVf0HMx4OMxQIsqKynKddey1XrNnML+Yt5u1PvsNI3OE/Bfx+9hk2iqs++4jrN2/nR5/NZc+e1QwHgwwEAixPJjny2GO5u76FC7/9mg/ddQdTkQiD/gDDwSB79Kjmp0u2cNGmPXz12RdYc/SIjpjL6UyGw86cwq/nfs03PvqMNz/wCqPxOL1eP/2BIHvU9ec7Tz7N+fO+5M23/4k9enZnOBSiz+dnWTzOowb05cKvv+Urr8zg7678JaOBIL1eH/0+P7tVZfnEu//iyx/P5R233MF0VXeG/H76vD7GEnH2P/FkPvXIP3jbHffwlCnX0RsI0uP1MxKOsqJbT952xVW86fa7eNHPf8VQtD0Ot8fLZCTCiy+4hFPvvo+XX341M+kkfYEAXR4fQ4EAs2VpXnrFb3neOedy1LARDEeidLnddLs9DEcSHDlmMs85/SyOPHYM46ksPR4vFZebPn+IiUSaYwcfw2FDR7Bv74H0B8JUXB66FDfDgQD71tZy2FHHsHu37gyFAnR7vFQUF32+AMORCGt7D2L3bg6Dye/3U1H+l3X8/+kkSzKHDR2JqQ++jgNGHnsXz8dDj9+NYqkAwSYqKrI4bcqVGHbGOdi/ZAm+mPMZvv7qHQfvKwKnXHIVzjrncuQO7MAnny3E5+8+CdvQIYsiBp5+JqZMuh4u7MOS77ZhyYJ3sWPtckfO6Q/i4t/ch+5pBQ37W/Heh29jy6rvYdkWPN4Axkw4B8NrK9EqujH/y4+wfu0qqEUVsqwgEk/i/HETwEQGDXsP4LPP3kRLax4UBIR8fpw0ejSquvXA9vq9mLdwDhobm0HbhtftQt8hw9Cnshf2H9iPVeuWo7WlGaqqQpZlePxeHDPkFBRbdyPXlsOO+h3IlQrOrlefD3W1w+EVdTS2tWLf/nq05Ry5oMvtRSgcRVUsjla1CF03se9gfQdyNhwMoiIegy270ZYvoKHlAAzdgGnZCPq88HgVRIJJlLQSVLWE1rZWGKYJUZQQDvoRjZZDt1QYah6tbW3QNA0CBAQCQUdB4vFD14swDBMtLY2wbBuiKCMSjcHndsOmCcOw0dR0sJ1vLsAfCMDncUFxeWCaFjRNQ2trszMnZBmhsB9+fwy25WCTW1vbYFoWRBDBUBBejxeSyw21VICumyjkc4AAiKIEv9+PkD8A0zagljS0trW2SyMlR+XhckEUAdOwHQx1oQiAUBQFYb8XLo8fhmnC1HW0FgqwTcOR6vq8CIYTAExoqobWfA5GOxo7EAjB7Vbgdbmh6RpMG8i1NcG0bEiiBF8ggJDPBwuEaVhoy7VCNwyAgN/ngdvthtflhU4LpqajNdfmILkFAaFQCH5/GJpWhCBKyOVzMHQVhACfxw/F7ULQ53MQx6aNllZHi08BCPj9CHm9UFxuFDUVuXzBUc3ZtqOEcnvg9XhhWSZM00JrPgfTMiEJInx+P8LBGCzbIdgWikWoWgkk4Xa54fL6EFBkmARMm8i1NrVjjB1+fdgfQFFTIUkyCqUCVF0HLMtxX3q88Pv8MHQNhulEqrJNExBE+Hw++PxBCIITJClfyMPUNVAQHL292wufxwPDMGDZNtpyraBNyLIMt9uNoM8Lk85u7kKuzelnEF6vF36vH6LsgmVqKJRK0NrbJCkKPG4PAoEIDLMI27CQL+Sh6zpESYLb7YHH64VLEqFbNkqlAnRdh21aUFwuuFwu+L1uWBBgm3Y7WhkgLXhcLkfqK8nQ9RJUTXf6goSsuOBSFPj9YZhmHpZpo6Rq0HXt/zaW2aaNHbu34cbfXABBNFBoa0OhVGjfOAHsPdiAmTOewcezZ0EttiJfKEAzDNiWBVkS8OUHb2H5V3Ng6CpyuQJoqzBMC5YoYc3cf2Hn90ugCALyhSJUreggnwEQJcx66s9wuxTouo5ioX1ThW1B11R8N3821i4JQDV16FrJmaCGDsBCvrUR7835JzTLAm2iWNJgmg6WWDc0zP/+e0jLlkM3dBRLJVimcy4Wgc3r1mL35i0wLQOqqnUwvW3bhqHZ+GH1N5BEG7phQjd1wHY2epiGhd271sLnkpErlWCZKgRBcC402igV82gWTbTpBmyLDgbatgFRgE2itaQCUFHUDAg8lK/9/ywRJVVFSdecaGB0gMwgQYhQtRwIG7rhIKDZ7gCyCeimBUVXYeiqE/CCcP6HhGnocLvdKFjOBSyIkoPbBiAKAmRJhggBlmlCoBO0jiBIQBIU0LJgsb0iUYBgEZIkQhAk2IIAkYQIAaIgOnhoOnsEZJcbbkWBpVsQIEASRZjtIgcIgOKSIYkCDEODJErOZidBgABCkp2L2LLMdls7ShqCw9sXZVhWO3raPuQQdBYZCyI8bgWaaUCwD2GZRVgkRFGG3+OGZtkwjAIA0eljwdkAJksKFJcXhpqHIEqwCUjSIaS0AEJEIBBEqVSCJIqwRAm2TVgEXJKEoFuCamgQBBuCcAipDciSBK/XA1tQQM2JWQDBGUNJECDLMiTFAwgqLJOQRAG0RThdJQCCDa/LjZxptiPCHfYV2yXK4aAfzUUVgqYDgggbFkRBhNutQJIlRDwhFFQNaGfeUJTgUmQoigSP1w/CwZoLP3IqEs5CKwHImSbEdi42bYfsJEoigj43cioBVYMoCE7IQ4EQJRHRSBCNuRJs3cG3H0qiALg8XrgUFwolp1wRBEUBoigBooJAMAZdt5FrK4KCAFFyZNqEiHQmgXA4iG3bdsHWJVgiAEmCIIhwuyX06dsLm7fuhqGZkGUZum5AkmRIioSKymp4PGnU1y+HbgKiZIGWg6F2e9zo0+dENLcuwL76NpQ0zWlPl69Z/8P0v+3O+f99HRFExuIp9qodyp69BzKVyjAQiNDt8dHt8TGeTLGquhf7DxrO8ooqJuIZ+vx+ut1u+gJhVlTVcMSo8ezbv49j8/moKArdHh+zFd147MgxHDZ8MNOpLGOxBL0eDz0eL4PhGEeNHcnxJ41nr161TCYzdLvddHt89AejHDdhBK/+5dU86uihrCyvYiQSpcfrZSAQZFlZGX97/U0cM+4U9qqtYyyWpNvtpc/nZ7osySuu+R1vvvV5jhh1DJPJLL1ePz0eNxPJOC+99Fre85evec75ZzFd1o3RWJJen4/RWJx9+/fls88t4x/vvJ3HjhjNdFmFIz8NBNm9Rw/OfOEr7l9a4sQp57GmuoahcJiBYJA1NeU8Y/IUchd529338aSTJzAeTzIQCNEf8HPsiKE0t5vct5685pprmE5XMBSK0B8IcNigvnz0Lw+w0Ew++ug0ThgzgbFonIFAiNFIlDf99hrmcuTeBvKqK69lWSbDcCjMaCTCCy+cxFlzvyNJPvjXxzjx1PGMRcMMhYKMxaJ86B8O0qGhnrzh2muZTqUYDkcYjYR40w1XcsnCHGmQjz76FE8fM5rhSJiRcJg9updz9nuOPrLZJG+85rr2vFEmk0n+/e9P8GDBcQO9P3s+f3nFFUwmUkzEU+zVoxe35hzpR8kgn35kGlOJNKPRGFPpFL9cMIct7VG1v/5iBa+54HzGYzHG4gn2H9CTy1e0u7zW2Xzur39lJpNiLBpjKpnhe29+14Hj+PzLJazr1ZvxWJSxWIy33nk3t7Q4WpUDB/J88emXmUw4bU4kEvzw0w86XGbzvtnDoQN6MRaLMx6L8fYb/sgFCx21yLad5MznX2YqlWQ0EmMsnuQjT71Fvd3t9c03K9mnrg9TyRQjkTivuupszt+wmSTZVCCnPTGD2UwZI+EoY/EYpz12OLD9ggV7eOJxA5hIxBmNxnjBxPP48fsbSJJbd5AvTZ/F6qoqxmJJxuMp3vGnBzvUN4uWruWwwccwkUgyEonxgvNO5YIfHAnx/hz55sxPmC0rZzQaZzyZ4jNP/KOj3qVLGnnymGMYi8cYicV5zunn8YsPd3LZZo07dpKzXn6dmUya4VCYkUiMUx+a3oEQWbFuFwf2P4rxWJyRcJSX/OwCLt60zZkbGvn2G/OYSpYxEomxtq4332h3PeZIrl5pcWDfngyFIoxG47z514eDz+/ZT/7y0rOYSiYZiyU4bNjJfPq1TdTouFI37FDZt24AI+EIY9EEr/nN31hot6kkr77qD0wmswyGojxqyLH8ZuX+Dunytl1k37peDIVjjEUSvPmvz5N0FDsFkr+44nqmM+WMRJMcPGQ8n5y2la2WM69ai+SgwWMZCv0vY5n/0z9Jkvn4s99w7pImLlij8/lZK9i37ihGoynGYilOffhfnL+a3LCX/PCbHP809U3G485A9z9qFBdvdr4PrNpFPvPUPKbTlYxE4qzp3o+LNpDbcuSuPPnep/W89bYnGE9kmc1W84rrH+buErmr5Hw/mDHrKyZT5YxE0zxj0iU8YDl+9h1tFhevaOT48acyGkty4NHHcP5Kx09/0LB40CSv+/W9TCbLmEik+dYXK9ioOj78nE0+8uQKplMZppJpTn10Jg/q7QNM8oM55GlnXst0KsvJZ13NHzY5k0OjI+f88yOzmEmXsaysgl9/dVhsViT5/Q+b2H/AIGZSZfzHQ2902A5dqOefd7GjT/8J6d1Lz33G7tU9mc1WccuqzV0km6OOPYFl6Qz71tZ2kd3ddMvdLM9Wsqqipku5JNm7Vy+WZbIcNuTYLrYzJ01ieVkZa7r9dN7uNT1YXl7By845p4vt+OPHs1tVN9bW1lI/wmaRrKquYU23brzqyiu75j1uKCsqKti3rm8XG0l261bFysoK3vK7G7vYRo8Zx/Jsln369O5S71NPPcLq6mp2q6zqIjMkybFjh7M8W87u3bvir9+f8SF71FSzoryM/AlZ5cQzzmJZJsvu1TVdrPPmfc7aXj1Zni3n3q1d673wvLOYzZSxqrKrrHL1kl3s3bsPy7NZLvzqyy7ndNkvfslUuozdqrqO0br1S1lX14fZbJaL5q/tYr/4orOZzmRZWdmZqV9RWcNl89axtncfZsvK+O3CL7pIVM+ech6TqRQrKqq6zLnPPn2XNTU1LM9muWLJ9i71nnLqGGYyWV5++WVdyNovPDOd6VSamVSayzf9wO+35jtsuw6QQ48ZwXQ6w9v+cFuXNt3/0L1Mp9LMlmW5YWOxU7t2N27nMSMGMpnK8Le3/J57f6R9tUg+9Mjjzt6SdJpfrVhEi861aZDcc4AcNvw4xuMJXnflb7jzoHNNq3TWhqemP8F44r8Dy/wfS6IoYsSY4xBNheH2K+g7ZBCGHnMi3B4PXC4Xzpw8DtFyQJCBbj0CGHf6uQgEfPB4vOhe2R2xNCAHAH8UOG7i8UinUpAVBdFwGOkyQBYdnnD/YVkcf+KpkBUJPq8HJ5x4KtwuGz434A8D/Y4dBpdLhiwLGDRoMEgLEoBgQESqLoYRJ0yCLCtIZytRWRuHAcAti4AEnHbWzxxUtCKjpncZvG4HnSwKwOlTBkFxOSH5arpFICiOKsALYNRYYMzYEZAEoqZHGSqrHL+cC07+E08YBEGWocgy+vU/LL3zAMj2rkZN9x6QFAm9+vTusMlwlAUjxk10fN6y1EV2Oeb0E1BWUQVRBIJ9KjrJ9gBg6EknQZIVSF4v1CNsx580BrIiAwLRrHYu2QAQi0Wc/k+ncGQ67oQzIMguKO6uMkIAiKazkGQZ/mxlF9vxE06EqhtweTw4Mgy1CbSHW5QRrekqyawbOAKSrMDtD/5kveFEGoLkQjhT08U2fMLJkCQZbl+oS1+MnjwZHp8fgiTJSXwAAAAgAElEQVTB/Am6cr+jTgQFCR7PkUBgYPikkxErr4AouX7yhf6ESWdClEQIireLmmjQ0KHwh5NQFAVbWw52yXvsCZMASYYkH6m7AmqGVqCmb39IigeBgUd3qXvMWefCpSiQZBGlI2yWvwqpbAVkUcGWA01dyh42+kwnCpfY2bu8a+dWDB5Vh2xVNSRJRqTvMV3kryPHnw5ZViBJYhdb96OGIxiMAqKEcCyNI1OfQWdAkiS4IzVd5vpRY84ARBGiJCHYrTuG1Dg7YnUAgSRw9MjjIUgKwlU1XeodfeZ5kCQZoighFvB2kqCmYxXo0eN4iKKIZHQAgu1DfKj+0ceeA1kSIQoiEol+HUo+AMgkgcGDhkGRFQQjCcBqRzZrDh5iwNDxkMV/30P/X73wC4IIwW/D7RHhUwDFBRw35SJE4knnggqY8EjAtOeeR9ALSH4VPfsOgSjJqB0+DC7Lhsu24ROAol7EcRPOh9vjR03vvhACgMsrwysCmqGjql8P+H1+xBMZ9BtYBwgihPahCie9yGQq4XZ7MOio8ZAlyWHnC4DPDZx51jVwu10YMHAcRLezOEsAZBL9B1fB4wlAcfsQK09BhuP5bc4ZiCVtxGNlUCQF/QYMxI9J8y4RmHDWqVA8PvTr3Q/eH62HAoDaQbXORzTFhXi8sy2gyLj5irsRdHswvv/gTn3qBnDD2Rcg4vUiICldJJnVWQXH9+oHWQSCkLtoqicfXQuXLCMbj+BIlfnxxwxCn15V8LsURD2dS1YAXH7uufDJItI/oUa7+ewrkfJ64f1pBD2GpCoggeiR7LpAj6uuQiYaQTrg6cJVdwGoLUtDhgBx1+4ueU8YOgSSIMBlqkCX5QzIeD2AZSAuNHSx9Q2EoSguxDwuHNmqsh0bUJOIwtA0yEfePQGcMrgn3BJAvQSgtXOdQQVZnxe0bRxYsqRL3p6+EATbhgKjS70hsw11NVlIENA3Xt8l74kD+kARBMC2gIbNnWx+AOUuGaSN4hfz4T0ib7WqOl8fbLuLrV9cRa90EgKIunAROGKpPKZnDRRRgggbrVtXdc4sAEmR0FUVOz6a1+WckqYN2DZoE74j7uxy824EAkEIBNatmQ3ah7HdBOCCw4+2muuxbcnCTnk90n6AgGGaWD3zww4ppwuO9Nk0VFi6hpXff489e1s7nVH9wlWgbUEzDLz63pOdbiqrVq7Cvr07YJoWPv74Zcx9b7bznaG9TR/MmwnVsKCZFp6f9gJ0AM10bHO3bMKqfbuh2cDnyxbg+dcehWQBktsNFcDHH38FzfpfxjL/p38ej4drNpArd5A/7DT5/TabM16ew2OHj2FVZXeu2+RE0NrRSq5vIDfXk2edfSnLyip46c+u4uY2cp9K7siRG/aRv7rhLpaXd+PIsSdx474W7tHIfQa5PUeu2LSHNT3rWNtvAJ96+XXuPyTnNMm1+1s54JiRTKayvOK637JkOe6YJpK7NHL67G+YylbyuOPH8et/fs0SnZ25DSQ/WXGA5ZU1TGUq+MSzbzBP59UtT3LlLrKiuifTmQpe9vs72Nb+umeRbGoj//rYDKYzFRw+eQpf/ezjDptB8qPZ81mWKWcik+Wvbrun41XSJLlixWqOGXc6k6kMx4ybxCX/WtBht0ledu1NTCTTTGfK+fS0wzthLZKPvPwqawcPYyKZ5kW/v43rD/xoG7xNjp1yDpPJNFOZDKe99SJ/nK67dSorq6uZSKV4xXU3snHV8k5l1/SoZSKRYra8inPf6Rwmb8SIcUyny5lMpfmnx17s9Gpdv3Idq7r1YCKRYnm3an6y5IsOm7pvDwePPoHJTAVTmTL+4a6p1LeuI+lscV+yeStT6QzjsTjLsxX85+uzO/KWSHar6cFkIslkIskb/vow95uH/TJz3nuP6WSC0UiEmfIsX5v98uF6l33Dnj17MhaNMplI8Bc/6+xGmnDGaUymkoxHYxw86GjOfPmtTvbuNTWMRmOMReM89+Yb+GN/0Fknj2ImEWckEuHA40bwwccfOFzvhlXsO/goRqNRphNJnjzh9E7lXnrzbSzLZplJptirtj/v+8crneyDBg5kPJZgLBbj6AumkI2Ho5Jd8/MLWJHNMhKJsndtH1577Q0/GoTtHDh8GBPRGJPxBEcM6+yu+/lNtzCdLXOw2zU9+Kt7/9rJXlfXg5FIlNFojMMnnkp9x+YO2/mTTmFZwpG39uzVm2e2y5NJsmX1ctb06slwOMJUPMHhRx+OGpc3ydFnns54IsloOMpu3Wp4yY23smA61Of9OlnXtw8zZZXMZMvZf9hQ7l+7pGNu9a/rznAwyKDfz4pslp+84iC9LZKXTjmT6ViMfn+AqUiUQ/r1Z2MruUtVuWTRIvbqXUufP+BIPbMVfPqDL7li604uXL+VYy+8kOF4jMFAkNFIhDV9BvDD6c/zqy2b+M5nn7OsLEm/L0Cf18dkKMw/3vYXzv7kG74zaxYH19YyGnBs4UCAFdky/nnaR3x62gu8/Xe/Z7pbd3q8vv/bck5JknnGORfi/qmvouQCWhpa8MdbL8bm1d/DNEzU1fXFVRddhyHnXwi9Ffjhh5W49VenoZgrwK0ouP7Ge3DONdejob4JrQ02fn35ULS2tEIWRZx82VW4/qr7EIzp2Lc9h9dfuh8fvP4iAMAfiuHel2bimKOGwjSANx75M5595hGYNuDy+nDN7Xfh/HFjoaeqMP+5x/HCa9Oxs34/FEVBtKobXvzzn6EMGQHu2ozbfvNbrF6/DiXTRDwcwR133Iuxp0zBrj3r8NRDj+HLr/4Jw9DhU2Rc+KvbcNElv8L++u8w482vsHDOW2jatwuKKCIUi2Dq0x9AUnegaV8b/jHjFexZtRi0AX8wgMtvfABHlfuwqzmHWe+9hc3LF8NQVbjcXkSruuN3U85Ek9eHpr1tmDnjcRTyjkwxEorg8kmTEK6qxs7dezD7o7fR0pqDYVoI+byIRUO4+IJLsX33TtRv3orFa1dBVVVAEBCNhDB5ypWAnUP9+o1YuGYVcq1NEAXAGwggVd0TI+r6YP+ePdi1vwlbdmyAaeiQZQXRRArH9+sLXSB21jdiw9a1ThB5CAgGAkhGg+jXqw67G1rQcKAeexoaYZkGZFFCIhHCkEHHoqiq2FO/Ezvqd0PVnEDxgZAf8UwWlfEy7Nq5Bc35PFqam0E6JMxYPIFkKALD1lAomThwcB9M24JIIhQKI+DzIOQPIVdSUSzl0dTSDNuyIYsi4rEAErEK5Es5GJqKhpZmRxYLAaFQAJlUNUANBbWIpuZmqGoJtk14fUH4/T6kgiEULRO6quNgUytMswAIAgI+L8piEYiyG0XNwMHmgzA0HaZtw+fxwu0SkUpUOcFKLAPNLa3QdA0iBPi8fqRSlRAFC7pWRFPrIeIr4VLc8PoDSAV8UAURumagqfkADNMCCQR8XiQiIYiyB4ZloqWtGcViCaZlOwA6t4JYtBKG0QbT1NHU2gJVc2SmXq8PqUQKiiTBsAw0t7WgkMuBBERJQcDnRTTog04RpkW0tDRAVTUAhN/rRTwcgm4KEBURLa1NTlAj04IkS/B53QgGk9DNIkzTQGuuANPQIQgi/P4gQsEIBNowbANtba0olYoQIMLldtDLwUAQJm1YuoHm1iYI7Thkt9sFn9cDSApoGGjLt0HXHACjy6XAHwzD4/LBMIsoFUtQDQO2oUOUZHi9Pvh9IUiSDV3XUMznUSiWIIgi3G4PAgEfXLILhm2hmM+jpKntoEXA7XbD7/WAggTbslAsFqAbJmBbUFxuBANBuNxe6KaGUrHoBHEyTUiS5Iyh1wcBjopNLRahaSUY/6ac87964RdFiTXdq3DmlL8glfWhfutazHrrKRQKbaBpIRyOoLKmFpPOvB67d6/FmlXfYvnSBbAsA6IgIZmtwXnnXQfd3I9l332Plcu/bdevA+F4CgMHHYtMRRqb123Czu3r0HhwHwgBoujG0ccMQFV1HzQ2HMCW9atQX18P2wZESUDv2irUVPTCwVwBjXv3oOHgQeQLBcf14/ehT6/eMN0eaG057Nm9C605B0fs87iRKeuGUCiM1rYmNDQ2IJ9vg23Z8Lrd8EfiCPgisFlCLl9EId8KXXW0zm6vH6FwFC6J0HUTrblWlAp5h+zp8iIajbbrxHUUiwUUSzkYugFFccPl8SAZjkCzLBiGhVyusf0iBEKBAGLhMChI0E0LuXwrSqoK2hYCXh8Utxc+rx+GqQOWiaa2NpimswfA5/MjEAhBFADbNNHU1gpDV2GT8Pr8cLk9CHt80C0LhqGjNdcK27Id3HAwiJjfD912dk4WCjmohgnQ0Zf7PF543C5ohgHLMtHU4ujtJUlCOBRGIOCHYZkwVA0tOYeNDgA+n9chQSoKVE2DZRjIFdpg2UI7oz6CmM8DnRaKJR25XB6mZYK0EQ46tEZFlqDqJnRDR2tbmyMxFQVEQg7y2TAN2KaFllwrbNMCBAF+fwjBYBBqKQdZcaG1rQ2mocO2BUc/7vch5HUjZxiwDAtt7Vp8CAKCfh+8Li/cbgUlw0CxUEBJNyDQgtvlgtvj0Dht24Rl2O34a8cx4fF44fM42vWCVoJaUlFSNdi2s9B5PF7E/D7kTROmYaFUykPTDAgC4fcFEAr4IEoyVN1ASVWhqips24JLUeD1uuFy+SEIDn22uaWt/eZMeDxehIIh+D1eNLQ0gBRQUgswTcLtcnTvIa8XJdsCbNHZm6BrEATC5/UhGAgAggTT0lEolKC1o4gVRYHH7YLH64dlORLqtlwOttWu4/c6hE9JEqDpOtSSBk0vwbIF53x9AUR9XhQMA7ZlIp8vwjQ1SO0LtFtxgQLb2fYlZ99Je6wGjz8ARZZh25bTj5oKWjZkRYbb7XGomLRgGCaKpWIHDtrl8iAWCcEFGTlTQ6lYgq5rTqwGlwSXrCAcCKFkmYBlo1gqdaxDHpcbnkAALkmBaTkSb1VVO7DbbrcbPm8AAizYto1SSYWqlWAY/x6PX7rnnnv+rcX5P5n+9Kc/3WPbEjZumI/vF32O5Su+RamUg6kbsG3LeZJoa8HqZV9i9aqF2L9vN0qqCtuyAAGwbRPbNizFyuVLsW/vTuh6qf1px4YkCmhp3I+dWzZg/76d0EvOnda2bUiSgGK+hL27t2P3rh0o5nJQNQO27bDXbUtCW0sb9h88iHwuB03XYBgOX1sSJViU0NTYhHzOeUIyDCeIgqK4ICou2LYHqtaKUqkEwzAdTbwoIeAPIOBPwrbb2gOlWDAtB0HtcnlQU90DHo+FfL4Iy2Fy41Cwh7q6SvSpq8W+fXth6TosW4dlOe0NBP0YP+EENDY2wDBMqJrqcPMBhMIBnDT2NGR7DEdT43bk8iVYlqMzd3ndyGbDOOXku6Bqa5DL69B0o50zD0TjMZw56Q84dsRwbNy4DKqmg7bTD35fFN1reuL2396JleuXwTQBTS/CpsPyryivwst/exTlPbpjzYZ1KBZLoE2IEhBPRDDuxH44d8ptqN+7HKWihZKqOkFcXDLq+pThF5dPR4+6DLZsXIuSWgJtC4oiIF2WxqjjT8L1V92FvXvXIF8yoapFSJIERZYwbvxpmPfuXNTV9cXqDd+jpbkVpA1ZFlHbqwy/+eXVuPPGJ7F550K0tupQVUcb7/O5MeWsUXjg/m8hCNtxoKEZhXwRgggosog+/apx/31LcMsNN2LZii/R1NIM0IIoiohEojj22DGY/+48bKhfA0MvoKklB0l0PvL3qs7gq/fm4+yzf40tuxdgd31j+yZEAYGgF6NG1eLvf18Fj2cvDhxsRltbe5slCWXZJB788ye476Y/4rsf5qKhqRmk4XywDAXQs0dPLH1zDrbl98HQWtDckoMgCBAlGalEAI8/8DQmTroFbfml2LGjGQJNSJIAf8CLfgN74J4/LUAkUI8DDW3I53M4xKePxROYesfz+NuNf8TseZ+0xxkwIQhAMORFt4puWPjGP7GtcBCW0YzGpjbQJhRZRjwRxAP3P4krL/4z9jQsxu6dDbDt9rwBD/oPrMHU+5cjGTuAAwdbO+qVJRGpdAJ/v/8D3H/j3Vi8ej72HTwAQSAEiEinfajr1Rdfv/wRdhT2wjbyaGxqhSQ6wWEq02G889rnyPbrA4+Uw84d+2HBgiSKiIQDuPXeh3DzTS8iEVexcuUPzjwXnBgBgwb3wKsvrcHxxw2Gqbdh5+5dMC0bLsWFPrUJPPbgp3jskftgumVsWrcKumZAEgWEAh4MH9QPS75cg94njEdFxI8N69dCMxw9f4+KLB6f8TH+8If70LPXQKxdPR+a5jzEBPwejB47DM+9vBznn/cLxDJhrF21DLppwND1vffcc89z/8+L67/jJ/pP/0RR5KkTT+Y7/9zFbxY28Zpf/5EVFZWMhMMMBkMcM/4E3vnoC1y31uTU+5/nmZOnMBZ1QrjF4nHecu/j3LSGnLe0yF9d+zuWlZUzGIowFk/wtqlTuXCFxrXbyXvvfYpnnHQSw+Eww5Ewhw8fwK+/zXP7XvLLZQf5q8svZzgaZTgcZq9e3Tnn60Y2tpKr95EPPvAkTxh9NMPhGFOpDG+75T7uaXOongvWGjzvwosZiyUYiSZ58cW/Zn2ro9fd3kL+9sYHGI9nGI0lOXLMJDaqjsY4Z5HPT1/Ck8ZfwFgizdraozj1b//qCJG4v0D+8fePMJ7IMB5P84YbHuvAEJskP509l73r+jMSTXL8hCncduBHZE+DPPvMcxmLp5jJVHD+asfHe8h+/72zWFNdy3S6nH+d9hE372eH35Mkjx1xKlPpLMuy3Tjvu8M+XI3k1Tc+wbKyKmbS5Xzn3cO8Q5PknoNkt5reTCTK2L2mKxly4sQzWVHRjRVV3dl2WFXX4fnu3aOO5WUVrK3ry8a2w3aT5NgTzmZZJsuKim5cu/7wcZLctJusqqphWSbLowcd06XeUcePYHlZeQfl9MjUs0cvlpeVccDAQV3kgBPGncV0KsOqim7MtXS2PTfzbVZVdWdZuoyzZ3zfpdyTJoxhOlXGqvLyLraZL37B3j1rmU6VceZb73Uhjp51ztVMpTLMlpVz9xHQ0C8Xr2B1TS9mMlneddtjXco+/7xzmU6Vsby8GxuaO4sUP/hgG48aeAyT8Thvv/N+5nKd8/78yj8wlc4yW1bOFQuKnWyLV65n9x61TKey/OUvru8iYT33nClMJTPMZsq5Zfe+TrZZM5ayR3UvJhNp3nHX31g4AsE58YyfMZVIsSyT5folh4/bJF968wOWl1czlSrnrbf8pWOiHtrbMGr0GGazFezTpy9LDZ3b/OhD05hMpplMZvjMc893yFdtksuWkUOGjGAiHufIEePYusc5breXPfXBJ5lKlzGVzPCFR17vGCOLZNOBXTxq0EAm4kmOPHY4jZYSTR7ukj/deS/jiTSTqRSnPfUsm0yrQ+e/cRM5ZOgoxmJxjhg6kpvWNDFH57tgk2HwkSceYyKR/L8v57zh6rvRvW8FPKkoLrrqVpww8kT4/SF4XC789sqbMHnyxUBCwhkXX4FbbnwEkWAMiuJGPBrDxWdfALkCiJd58etr70E2XQaf24OA14dzJ5yNTKULniTw80t+iSsu+CU8Li+8bi+GDhqFuoF+KHGgemACl150DYJePxTZjcry7hgxKgaEnIDop597GU4++VJ43C7EYgmcPOEkBIOAxw307iPjuqvvgtvlgUsWMfb40fCFHMVPKAz85qbfw+/3wSVJOGbAYMjtiiBZBC65fCjGn3YGFElCJpHCtZeNcyIFAYj6gNOmTIRLcZ5iTz35HLhwWE00aOwI9O07ALIkorbfUShLOscVAG4ZGH+6015ZkdCz1pHAHbL//JLzUFFeDkkScHT/GlS0Ky8PTZTjRh4HWRDgViSMOObwWLkATDxlMPwBJ3LT+DGHg7VLAJIJoLq6Em63BJenq5RwzIkT4fF4AIHw/yjOxCGRTzJTBohAIOCB90eyDwnAyOOPhsslwyVL6F17+DgA1JQD4bAfkuxEujoyDR9+HGRZgOzq2iYACMdigCQjHA11kTcOGTMKsiJBVCTIRxR90rgRiER9EBUJ/YZUdyl3xOhxkGQJgtxVmnf6ueORrqiEyyWjvGdFF63RKaePhiwJkGUFZb06244d3BeZbByKIqNHXdd6TznjAsiKDFECfJHO53zSpGpUVFdBdrlR3q0SR8JBJ04eB0kSIIoCavt31vUMHliL8oo0BJHo3qsnjpSLjT/tbEiyCFECPNlkJ9t5Fx+NbGUWLpeCVE057CPAsBNOGgVBEiFKIip+dL4CgONHD0Mk5oMk2+hdV9sxURU4f54w+jgQFkLRCArxzm0eP3kyJFmCJAKR7lUdYEEBQL/BwKDjRkIURVT16AalzDkutJc9+qSRkEQBkiIiXFneoeoRAbiTGdT07g2IAjyJFFabjvxbgANpG37yGc68ESWEevaGRxIhwpFbp3oCg0aOhChJiKcyKCkKdE2HAsAvyxg8+kSIPzFn/qfpv3rhFwQR7qr+UEQLAbcJfzCA0352HZLZLCTFhdTgsfC6FUiw4ZYtyGVlqBt2LGSXC9U9+yKUTkIG4Y/aaAi4Measy6B4PQgnUogP6AuXz4RbIJo8BnqfcQ6C8Ti8/iAGjD4D9NlwK0CQQHDEMFT17g/JpaBu8HDkaEG2CFEGQlV+jD33KsgeH+LZclSOGgwXnMkh6AYqBvSE1++ECqydcELH4gxVhT8LpDIVcHm86DtuODzt+WTLQgnA6ZedBpfLjdohQ+BLoEMKKgAYMLwnPL4gZJcbA4dmO/VbKujG1b96EF6fDxOOn9yJWCkCuPDc06EobsiyG8kj1rtEN+D8y66FLEroc3SvLnLPK353BbxeHzy+II5UZZ4wYQSGDDkRkuxC6Aj6rgzgxuseh0txIR2I48h08zVXoG9ld7hl109OyvMnToQiK6jpVtuFwHn1b65FJJKAy+3pklcCcO6UcxFwu1EZ7arzfuCaB1EWisMrHilcddIpA4bAJUro06dfF1Dx9ReMg0sU4ZEkHAmx7pYqw4XnXACfLKN7r67ne8+td8LvcsH1E/WG/MD5I0dCAFEVjnWRTl50yRnwuNwOV+gIm1dRcOPVN8MlyThz6KQuZV92yRQEXApkUYT3iNweAD+fOAluSUZdKtHlnKZMHAuXJMEtivAcoblUANx89a3wutw4efAJXeq96tKL4HcpEGUFcaHrCJ8+ZAhE2ugbinaRCZ82aTRckgCPpMB/xA22ezqDs04/CYooYUyfri7vqZffB48oo7Y6C5/decb265lEQHFDFIAKtfNMdwGYfMxRUCQJacPsMgaD+9ZAFgm3IGJwWaQT+8YLGTeccw5kQULPlB+Jhi0dNgnAyX0HwiM4WAxz7Wq0tB4m+oYBDExlIIJAoQWh/G64FbnjphETNYj2T+iD/4fpv3rhFwUBCU8QiiwAFKEASCYqMPa4k+GR3ahy+6EoIjwuEbIiwu1VcObxE+FXJMQpw3QBLo8A0RKQ8Cm4eORpiLg9CKKdfy2JEGUBUY8HkgAk3T64BaKn35ncAGDLzqTuFYrD73IjGSA8ggRKTrhEWkC5zwOPLCPskWFsWQvCWejcLgURWUTQ54dNILf0e4hwBlDxeODXgWg4Atsy0bjM0TZbgAN+AmDu2gabNg7u2oQZ0z/o2EwlAlCb652PfaaOed++3WmB1gFs3bkQuqHj089fwIFNhwHpNoAl29bBsA0Yhoal//yyU5+XNGDV+h+gWxbefv71Lovd3M8WI1cqIl9sw8ot6zvZNs1fhDVrlqJNLeGJl54FCvs72We+93cUVA07W/Zj7xH69Odmv451bc0olIp4f9bsLnPhwzU/oKSW8N3S7zohqAFgxmsfoaG1Cc35HGZ9+T5gd/6PmW+9i8ZcG75ctxz1i77rZLv4rquxO9+GxlweM2ccWW8O7278AW2lIj788BNsK3beB3Dbs7OQV3UczLXh4ece62Sb/eEyTJ/xBpoLKk6ZdA62z/22k/2CK25AS0lFTtXxyLRZnWxvL1qIl1csg2pa+OXUu/Hl2q862e97/DXkVQ0N+Rxuuv3uTrbV81bgwSceQUuhgBMvG4N573Ye399PfQhNJRX5kobf3P9gJ9uyA/V47st/Iq+puG3aU5j15dud7E8+PxsFTUdLScNFP7+2k23dtyvwp0f+gryq4uJbrsR7Mz4GANz1yAsAgOtv+StaShrUYhHX3vVH4Edb7T5e+R1mrd+IkmHgxmcexj9mTe9U9t+efxclw0aLWsS5F1/ZuZ/fX4qZb3+GXFHFKVdMxqszPupkH3/1RLSUNHzy1UJcffud0H60JfH2hx5GYyGPkqbhur8/gN3rVnbYPlu2CH9+5RWUdAPvLJyPyWddAMC5fmwAt9/zHPKqiZZCARMuvQBmyTlOAO+/swCX3XYnSpqGdz6ai8tvvwf7D+7r2Gx32sUnoq2koaBquPupp7DzmzkdqPa/PfUEHnnpH1A1DYtWr8SpF52LxgMi9pRsNDZa+N2fH0RR7brf5H+a/qsXfsu2sWTVbsAWYbbDlg7Ub8SWHaugmire+fRbQAN02tBtCz4R+G7tN1BNEz/sXA82ACXDdpj8iogP5n+C1lIBe5r2Y/+O3ZBtERYAX0CAkLdxINeMlnwLXp49DW15wLABTTUg5IFVOzaiqJYwd8Fn2HnAuXNbgoCIBcz7dj2KpTy2bV+Pae++C4HOtBYArF5toDXXhJKaw5OvTIOHzk3BBrB1L7Czfj1UvYg33nsNNJwBKQFoyQMfLZgHTc1h2ZIF2LDxMxjttgKAxauXQi22wDA0zJrxd+xuc+rMAdi/eye++uR5WIaGhYs+xxNvfwi05xMBfPv2qzDUEtRSEVOfmgagnfEP4PPX52DBp+/A0Ip45dmH8dI0ZzE8NGlnTX8GlmFALeTx9jN/RQlOLAAbwMOvvZ0PxVgAACAASURBVI+mpn2gVsLsN57HzPlzYbfXu3oHsHL1QpiGjlxzA+557T0ATptNAF+8/xJa92yDqal48B9P4u03f3RTsS1s/nauo1jK5TD973fCBNByqE0zp0MrlKAVNbz/wmP4et2iDvfIGx8CDQcboGsG8g0HcccrTr0WgE07gFUrv0a+rRVqqYSHHnkQr70yt6PazetWoWnrJliGjWJbAdPv+0Ont5yFH38MTVNhqho+euMVLN/m3HQJ4IWZb6GxoRm6VsLqlUtx07MzADj27fXAD8s/h6HrMHQDLz/5SEeZhgF89/6rqF+1DLqqYePcuXjz0b+g0N7HAPDRzFnQdR2WbuCLT9/G10sPt+mZ2XOwfecuGLqBHdu34O6n/wG0j1FrDlg6fxbUkgZTN/DJ9OnI5Q+Hvf7w2aexYdEi6IaFncu+x9vTHsPOlsNlT3/uGRi6CV3XsWjBXHw8p314AFxzx53YvWsnSiUV++r34L7HHwIA/PF3V6CpFVj8zUzoqgZNM/D1jJmo37e2o9xPnn8ce1Yvh6ab2PfDGrz/ynPYeuiZwQLmvPUOdE2HoRlYtOArfPCjEAVPT38ZDQcboesGDuzdh8effBQwnTm1YAmwbsMamLoKNVfCt2+/g+YNi6EaQP4gsOCTGdBUFZpuYO+aH/Dq+x9h40ageT/wznMPY8fq1dB1E/m2HJYv+w4vvrQddhvww4IWfPrWTBi6CU03cHD/Afzt/ruQX9uMxXP34amn/+SMva5BLapYu2gx5r/3JubOXoinHn8Xu3ZsgaqpMAwDudYW/OauP+DvD3+N/4+794ySozrXtq8KHad78vT09ATNKKAASEgCyeScwYAJxphgjAGbQ87BNsaYA0bG5AzG5CAQWTZBIAmBBAoISShLozw5daz8vD9qELTmfO93znu+cJZrrV4a1d1776q9q3ZVV13P/Tzz+Ku899rj9Hd3YTseBdOmvaOL391wE8/8dRq33nwtyz/7zHcN/W8u/6NxTk3TZPyksVx2w/uMaqlloLfA7bddwJqV83Fsk5pkNROmHMy5Z19PSVUDiz9bxL1/Pot8Poumaew+cT+efPAdiJjM/mAFd955Oul0P6qikmwYxlln3ciPjzuUxV9vYu4nT/D2+zPwXA9F0bj4Nxdyzpk3sK23l3kzH+WRp5/EsV1QAvzk9B9x5im/wQ62sGbBdN7/aDqLlm5DQYiVlXDN5VdTv9th5Po6ee3l25g/3/8VEI1EOPiQY5ky9WxUdSvvvfciixcuwnUtwsEg9cN354D9zqW8uo/PZ89l7drlDPT3oqkagUCIgw8/jWHNFbS3d/DFvNn0dLT5+KkWZup+ExnbMoYNbZ2sX7Wc3t6uQbdGnWg8ypH7T6YrJ6R707S2riGdyYG4lJSUsMfosUTi1fSnu9m2ZRMDad8WOB4JE4qUkKofielkcAyL7R3tWEYeBYVwNEaitoloJEAu3UdHbzeWUcB1hVAoRDgao7k+xUA2i2Ga9PZ0Yls+OhkvjdNcl8QC8jmH3t4OTMvC9VxKIlFisQhlpVW+u6mZo7O3xyeGFJV4aSnl5QkEF9ey6eztwrEMRCAciRGKRqgoLfVRP8Okf6Ab1/UtgWOl5dSUxrA8fFxzoA/L9omt0pIokXCYUCiK4zq4rkVPXz+u65Mf8VgJsXgFruegqyodXV2+K6tAKBKlvLyKkKZg2TaZXIZ8IY/r+Kx2OBKhtqwcS1xM0yKbzWA7Nq4nxMJhYvE4uh5CUT36+/vI5X1KJhwK+hbJ4SjaYPagvvQAxuBdXzgcpbS0lJAexBOXTC5LNpfBc1x0XScaiVIZL8MUz0cj0wPk8nlUVaEkFCIWL0PTQojikM3kyBt5PNcloAfQgkFK43HfIsC16UkPkM/nUYBgKEx5WTmxUBjDscnms9hWAcOw0TTf+iQWieOqCuK6DKT7MU2f44+EgkRiFUTCYTzXIpPNUSjkcT0PXdcJBkPEYqUEVAVVV+jo7MYc3N9QKDy4vxq265LL58kX/G3WNJ1wOEJVaZyC4+K5LplsxrdPVlWioRCRkhIUVUVcj0wui2F8ZyUdJFwSJxwIIngUCiaGWcBxfJfMYDBMWWmJ7+bqOGRzBQqFHCKCrgcojccIBwJYrotlmhRMA9t20XXN5/ijMUQRxHPJ5wsUDANVVQkGAsRicUQUPHEwDBPTNHxXWlUlEAgRK4miqgquKxiGb49u29a/ri2ziLBu9TZuufxgArqO61jkChksy8ZzPbo7upnzz3dY9dU88kYBwzDJ5bM4to2jKqxbsYCTjm9BVMgVLAqFzCCHrNK5YzNPPnwlzz0ZJG9auI6Dkc/iiRAMBHjp2b/zxiuvYDgOjmlhGiauJ+iawz/fW8i8WSsxXAfPtjEsezDARLAKAR77+zMMdN9HNBoil8v5vDYeRgE++/wT5i+Yh4JJIWdi2yYigmE5tG3bwHvvTEM8G9P0fbc917deVlSNrxf+k28W+d+1zAKu51sda7rNulWraW/dyoBl4RYMXMfCdTzQbDzL5eula0lbJrgehunbPYOKIh6tO9oJaH2YVpZcwcLxfHte2wXdUxhIZ3GcDIZpgefhie8lLqggNq7lUDAL6DJ4x+uBiIquKShiYxoFXMsBD99zX1Hwm9dRXRfLyoPi2xcz6JXum+Lq2HY/rushKL4Ds6qiKhqaHkXEJG9lUVH4zu4ZRUNXNcpiMYy8H+egqCqK5/P20UiQSXvvTmd3B6tX7wBR/EAbBDWgk0xEKKscQ+vmb3Hc75+/iwLBUISG+sn09y0hnXN9i2Px7Zc1TaOxsY6a8hK+XrEKXfFtjF1FQdMgGNQZPjzF2k1tKKozuL+Kb2esKaQS9aBF2NG5AQ8VFD/uQBQV1CANDePJpdfSmy6gKoKqDOaAU1VSdVVUlJWyZn0rGh4BVcVUPFRNQ9GgIZWgtaMD12CQlhvcZ00jHC2lJFxJX2Ybngiq5ttjOwi6qlFZWYdpdpFJe+gKvjWzgKJqVFaFSJSVs2bTDlRPcD2/bk1XUTSFpqY6trV3YLqgfOdxgn8sV5SWURJN0D2wGfDHCM+3wFbVEJWVSUyrg3zWRFPEt09RFBRFoyYRp6y0nI2tW9AUH4n1FP/lbyCo0TK8gQ1b2jALJqrqW1ejCIoGdTVJspZFIZ9GySsoyqC1sqpRXlZJfe2edPUv8QMCVQ1V9a2kNS3AqFGjKRjttLWlUfP+jYSq+vbMY3evZcSI3ZkzdyFev6B7jm9vrioEgir7T9mPzR076O1pp2BY/kUcQQvoNDWNpLn5WDo6p7Ns2XZc10VE/PidYITjjjkJT7pY+NVyOrptLFtliCnVf3H5H83x/+G22/4QDkUojUYI6QEsx8S2HVzvey4+FAoS13Xytj9JOq7ts/iqSjgcpiYWR1F1DMvwkyN4vm94JBwiFglTGq/CcGwcy8Jy7EEWX6GsNM6wxtEY4lDIpHFcD8S/+peVltHYNIJQSRwjPYDjeTiOf6dTXVlJTaKe+qYWSgIK6WwOy/YflAQDOiMmTuHg/Q6lt6cb08j5gSsIQV2ncdyeHH30KQRUjf7eDnAdLNfz785iJZxw7KlM2GM8Hf192JkMhuPfyUSiEQ455DjOOuIQsqESerdvxbItHE8IBDRqEgmu+fWlVA4bQT6TJ5ftxbQcFFWhPF7GxZddy5WX/zvrNi2nt7sbz7EQFGKl5TQ1jeShJ99AtCxm3qOvpx3XddH1AIn6Jp7+27OcftyxbG3rpH3bFkzH9ZO0VFZy8DHHcfdtN+HqYTJ9OfoHuvBQ0DWV8ZMn8dS993LSGSezeu0OOjq2Df7aUmgY1swJhx/O28+/zeq2Vsy8SX9/L6gaqqqy24R9+WjmLA6rqWKDmaNjkKlWdZ1U03DO+sX53HHbzcQqynHzOjt2bETVVMLhKL/49cU8eM1VnPZvF7FtSw8bNqxGPA89EGCfg/fnN+edxrR7H8LRLYysQ3t7O6CgBQMc8+OzeeetJxm5RzMuUVrXr8d2XYIBneEjJ/LuhzM56ec/IxgOs2b5KizDRFApLSvj6JNO5YXzfs6IY4/CNjQ2b16PPRipOnb8njx6yaXc/MDdmAJrV63Dtk1QFEqr6xi957589snrjBtdh6NG2LSuFcu1URSN2tQInnrhAS6+4EIikTJWrlhFwSzgCQRDASYdsB9PnX8he516BrZhsnnrJmzbRdU1ausauP+qG5n26F8JBD1WLF+HqKpPVsXKaRw+gX98MIsT96ihhwCb1rViOg5oKhVVtdz32B1cffllBONVrFm+yo+DEYVINMLEKfvy0E03sdfxxyOmQWvrJhzHQwsESe02jvt+cx1/fmwaipNl2cr12IMxKbGySoaNHM97//iEMXvUYLlBNq1dj+t5KKpOItnA0689x8UXnoenBVm9fA2W7QdhRSJR9j3yKJ745bmMPe4kXFdjw/pVeCI+8DFqFI9deT0nXn0dpXFYvXw1pmWhqCpVqWFMu/dh7r7zOoaNTrF44WZMI4vjupREY+w2Zh9eeedtDjpiMlXVw1j17TqMQg5NC1BZXcuDj9/J2b+6knF7T2Hdtysp5Ao4np+IZeohBzHtngf48c/OZuSYGhbPX45pGmiaRmrEOKbdMY0Lrj+TKfuMZfmKApmBNjzXJhwpYd+ph/LnBx9l/yMPZ4/xe7Fi7Sb6ujqwLPNfmePX5NTTfiOzv+yWeUtz8tKMuXLYcT+VmtqUxONlcsrJv5S/PzVdFm0W+fDLTfLQIy9LqrFZKiurJFFTK08+Pl1Wd4ks2+7JKzM+kLFj95KKiiqprKySB+95QDZs6pX1aZHZC7+Vu2+/X2qqqqWqolLGj58gG7f2yca8yJpekVdfnil1yQapqKiU5mEtsr2tT7aZItsdkdlfrJRbrr9XahJJaaxvkpuuvEEef/pN+fSrbfL4Ey/Iq9P9lI4VFVVy2smnyXbxWf0uT2TBstVSn2qQqooq+dGkvaUj50hukNnt7szLn26+VWqqamREU5N8/NY7Ysj31swfvTxDkslhUl1dJ7def9NO/tgSkQ2fzZMzTj5F6hK1csgBB8qWZT7s/R1r/OoTz0hdba3UJpIy640PitjmHa39csDUA6QuWS+3XPMn2XW56drfSyKRlGGNw6R3R7H24fSPZMyosVKXrJeP3x/Krh9/1FGD3Huj7Or5++Jjz8nwYcOlLpmSNd9uHlL2wB8dJMlkvQxvGTlE+/ff/1UaG5qkqaFJnN4hsuw1YbKk6lIyfORuIuL373fLXb+/QxrrG6S+vl4yuV2JeZEpk6dIMpGUluah9snT/vKkJBO10pBqHOKe3LZhu0zZe29J1tbJrbfeNaTso/c9LqlkSupS9bJmW0+x6IgcecSxUptIytWX3Tqk7LMvfiSpZJ0kkyn5ak4xE5/b3iZHHHKwJJP1ctopp8quPsZvv/yW1CVTUldbJzPf/mRI3aec/DOpq6uXk449dYj2+iuzpL6+UZK1KXnnjQVF2sC2Djn6iMMkVd8gRx5xuOR3YfGffeJ5SdampC6RlBlvzi3e5rzIQQcdIbWJWvnpj38+pN177n1GampqJZlIypefFB8bras2yZ577CG1iVo57YyfSnaXsjddfY1UVSWkuXmEzPlmQ5G2aMlmSdQkpKqqWq668tYizRGRX1x4jVRV18i4MRNk8wbfe+u7Zebc5ZKoTUpNIiGXXfH7Im+ptGHJSaeeLDU1SdltzFj5anWrOOIz/nkRmfnPJVJbWyfVVQm59trbxBTZmWNgwBU57/zLpLo6IWPGjpcPZ22VXs8TY/A7H3614v8Rjv//98n9f/fR9YC8/WmnLNlsyvJWR5ZuFpn+7tey/0FHSG1tnbw6Y6Ws6hfZ2OvJqh6Rpa0iZ5x9sVTXJGT0buNkTZ/I5ownrQOeLN1hyh1/flbqm1qkYViLrMqIbMxZ0lbwZH3akWXdImPGTZBUY7Oc+ctLZLPhSJcn0mlasioncvBhx0ldql5+dOAhssN1ZUBEehxHtonIt1tFmoY1y9hx4+WKq26RZSu7Zd6CdZIRke0FkZGjdpO6ZEqeeO0tyQ0eVAOeJ/2eyN5T9pW6VINccuWNkhscfFdE+kRkbX9WmpqGycH7HyYbt5k7A4i8Qb1l1BhJ1TfI2zO/LoqXyYvI+7O+lVRDo1x0+dVDPMwHbJGm5hHS0NAoHW5xpE1eRB5+9mVpbmyRD+Z8Lvldyq7esV2ahrVIQ0PzkMAiR0TO+cW/SWPjMNm2Y1c3d5HX314gdakGGT16jyFaTkROPet8aWpqFnfIFos8NX2mNDU1y7g99pLcLlp3tlemTD1Ihg8fMUQTEXnkkdelsXGYTNl7vyFaoSBy2OFHS3PLCBlyNRKR+59+QRobhsnEyVOHTCoD1oAMa2qREcOHDwnuEhF58OE3ZdiwFpn78YYhWl5EWlpGyLBhw8XdpSfTIjL9n3Olob5RXnjzrSFjIJKX5pYRMqypRZyhdv3y+ruLpL6+SX77h6EBXDkRGTlypDQ1DpMtRvEe5UXkH19+I01NzXL55VcN8aAXMaS5eYQ01DfIQOcQUd56b7EMG9YiV17zx6GiiDQ1tkhjY5Os6hv4QY0irWlTHpnxkdQ3NMof77pP0ruU22z2S2Njs9TXN0ihb2i9N976hCRTDXLPnc8N0Tq6RGqTdbLXpH2kc5c9yohIfUOT1NbUytOvvV2kpUVk3urV0lBXL0cdfqK4PxgER0QKYkpD03BJpRpk+ksLh4z/V7M3SX2qXg497BjZ1GUW3xe4Is1NzVKXrJdHH3lecoPb8l1/vDd7rtQmauWAvabKlsVpybme5MQ3FezwRFLJun/tAC5FUSgt8wjqQbSIhuIJpTW1TN5nPxQFaurjGBlAETQgGIGpUw4nGNQpKYniOD7FoisK0UCQiZMPpCIWI6RreIZLNBxADSgEAhqKCY11TWiawojmFCj+811RAqgCE3afSCgQpramiqCq4gEBTQMXyiogHCohEgly3uW/YdTYKn40dSSegOdAXV0Nuq7TWBPfGVgSVBQ8BSZMmkJAU2iqKN8ZQOLhI6SxkhICepCKeAktye+ZbQWfM66NlREJBtitdlgRzhkA9p84jpAWIFHWPORFTlSHgBZAV3Uq1GJ+WQcO3OcEFFWjoTI1xJa5KZlCVcOEgrvS9D7ptOfoE1EVnZA3NCBq0pipKKIS+A/Y9SAwfrcxBLQw6n/w6unQCUegqQECWpBda64qqaCyfDiIOsSWGaCqdD//HYCyK40NhCDVOBx2RlEUL82jpgAqjqkMUcOBUlQ1jO0q9OWKNQtQA3viCrS27uqaD5YFnqhoio66Sy/Hgal7Hoimh9G08iE+8n4YXxhPhL6h1vc01E0GRcXuHzpGOuC6CqgBKqRkiHbY6PEgGhUNLUPiNCCEgg6KyroNQ0SqKyfhupDt3jUCwKdsRFEJBktY8vHGH9QIqXiQ8WMPR0XHI4iyS6RcbbAMVQkDKuu2+Ot+2CfV0T3Bgy07/LU/fPydMQA0TFMlYIWK8ktog3utaAHyTgCD7xMahoD62tGIGsAiyJffsrM/NCBMEBEV1/VYsmxD0fknwLrtFq6n0Nndx9at3x8cHrC2D2zPw/U8Vu/Yij0I6dj49JwhAVA00maeDxf8A81TdmKkzgB4Q6Jr/uvL/+iJX4CuniAifjSrqirEI3WUxSaAEmBTq0lEBU1TcRyPgEA4shuaGkQPV1DigOu5uCo4FjieSjReh0eQoKuhu+DaENR8X/1wvBZxFTZt6Ceq+S/0XNUjImAHY7ii0tndQ8EE0/FwAU2Brh5wxSGbyzJ/8ZKd2KX44QeYjonr2rwz83MC+IPr4nd+pn8Tjuvy4Wxf+25IVaBv+2YsO8+q9St54ok3AP/AtPFP0u7+TkzT5LHnr8Qc7C93UHv/vTlYtsWXXz7LW/Pe2olrAsydncE0CxSsPDfccmNRn2/dDtOmXUMh389ll1/MrJnF/ubPv/gwptGHZWZ4+P7Hi8quWf8lsz+/FdPMcvufT2HdjmLO//kXrsHzLLp7tvLM9KeLtA9f/4bXp79INt/L+b+8hLlfFh8L191yPoX8AH09O3j7lWIW/9Fn7mb7tnkYhQz/fvtvMAZPfRkch2dePBHTyLJl81Iee+mhorL33X0Tc2e9TTbdxplnnMtnc4rb/eNV51HID9DZ0cr0p54Hvscqb/7DraQznRj5LL+97ji+O709YN2mr3nt1bOwjBwPPP4T7nqwmJl/+K4/Y+TTpLM9HHv0iUXaks/hvHNOIF8Y4LYrz+WJ+/60s14PeORv91DItFHIZ7j0qgPo/8FMl8u38+hDR2EVMrzzjzu5+qabiup+/8X3MAoZ8tl+jj1o3yJt5Tdw5nk/J2+kee6hP3PPHZfg4l/EXOBvL99PJtdDoZDj1j9NZH2nX84FHLI88vixWFae2Z8/zMX/dkVRX730+OPYRpqB/i4evuvC4v2d43LThUeSy6d55pE7uOe2C7D4/jy5+bc3kMt2kC/k+O1v92Zjn38eZIEvvn6XV948H9PI8fY7t3DBby4lAKTxv/OXfz8Zy8zR07GBo/fdGxXoHaz3nSdfwsinyeez3HvjhSzcsIQc/jEz+zP4+Wknkc+n+XbZp9xw8yQWrfwep/717/5IPttHwTB4/qXrefUNnz9NAx/M/4C7HziFguH7fV169iF0txfoAywP7vn9z8llsxSMAq88fT+vvvU8be1+Xz32wAdcc/GvKBgFNu/Yzm3TbuStd/uIAn09cP4vLyaX/+9z/P+jcU5d12X/I6Zy9a2zSdUEyBoOn3z4HG8/9yDbtmymeXiKfY8/mwvPuxELj4Ful99ffQArV6xH1xQOOv4M7pn2CIYH+Qzceu2xfDl/EY4jjBs/hV9cdD/HnjiKgV5oXbWQX51/EoZhEgwEuenWpzjnguNpy9nk1m3l9J8eTjaTwfPg4ksv5oLzr0GpKsVq87j/oRuZ/tLfUYCy0lLue+5xJkw5irCr8NBfn+The28BXMLRMBdfexNn/ORSahPw1GNzuPtPZ+J5DqoKBx17Ghde8Cj77QOvT2/lpRdvYcnCf4KiEgpFuOOOtznz9Elsa4e//OUmZrzxNJZlEgiEufn6a/i3069lu23yzht38czLL7NlSweCSlVNJS898hB62V7ke7u56/5zmP/VFhChpCTENZdcwQEHns+OrnU8/+If+XzBCsyCSTAYJJUs44orZ1BblWF96yb+ev/v6evtRARi0TIu/OUdHDh1Kus2fcMjT97J9h2bcR0XTQ9RlajhqbvuZ317LwsXL2HmP56mvz+HoFBaUcl9N1xOrHYvFnyzgnffeYAt2/yXzqWlcUaOqOSnp0+jYK1n09rFvPLmOxgFC1VVqK6o4Myz/kxLcxnr1y/g2ZefJp8e8DHScIxEMsl1l97Iux+9RXtHO2tWLh10pFQoqyjn9OMOwVAibN64mWXLl5LO5BCBSCREqq6MiZOOIZNuo7u9jeWrV2GaNqqiUFZWxtSpP6G82qCjrYOvFn1FPpNFFJVIqITJP5rM2FFj2LhtG6uWfUNPT5cfbh8IEC6JcNpRB9HrhOnr6mL58kUMZAq+xXEowNix40k17oXr7mDZsiV0d/WQLxiE9DChcJjJU44lkbDY0dbLsm+WkunvxxMhEAgzecpYJozZiy0dvSz/5mu6uzqxTL+vgqEARx20P2q0mmw6zbKl8+nqTeN6HiWhEE0tYxm1274oagffLF1IR0c3RqEwmOA9zD77Hkm8TMgNZFiyZBHpgYHBx7AhJk4eyW7DxtKezrPu2xV093SRzxt+EvdomAOm7I0XjJEdSLNuzTf09KVxBUrCQWpTIxjRMh7H62TN6m/p6x3AMEw/GXu4hLF7/oiSuEOmt58169aSTQ8AGsFgiBFjmmhqaKa9q5ctG1vJDPTjOA4BXSMYCjFp993oNQUjm6O9bTv5goGqQCgQIFHXSKy8HDOfp6u9jXRmAAECuk6soprKihoCukt7exeFQgYjnwdUQuEI1YlaYhGdQsGiq6eHQi7nu+PqASoryiktCZO1PMxCnlw+h2XaqIoQDgYpq6hC0QK4jk0umyWXzyLigw7heBmRUARdFbK5PIaR850/FQ1d0ymJxQgHgziuS6GQI5PJ4Lr/wrbMmqZJIpni7CtuZ4+RY8gUDF556SFWL/4cI5slFC6hZszu3PCba+n1FLpbd/D0I7dQyGZxRKhtbOHqX1xGybBhbFizneee+h0DAxk8Tygvr2D0uL049ZTT2by5nW+Xf85n8z71HThVlZbhI/nFLy6lPZvl23kfM2/BXJ/CUBVqqsrYZ8qBVA8bzZblS1mxZilt7R2ICGFdY8w+UxgzYg/y/f0sXb6YrVtbfTY6oNMwZjzjRu6NlWtj3fpWNm9ei4iLpqhUJFO0pEYQUm22dXTRN9DDwEAviqIQCoRoahhGVSxKumDQ3t1BT18P4vp0U11tJZUl5Rie0D/QSzqbxjD8yS4cCZGqTqBoQSzHHqw3g4IQCoaoqqwiHIlj2wa5XIacYWBaFkFdJxIOU1lZh2PlcF2HgWyGfC4LqITDEaorKtE0Dcu1Saf7MUwL27YIBsOURKOURkOYnp+1qS/dR6FggALxSISKsjJUPYjtej7nbRg4rks0FCIcDhKL1+B6fqDLwEA/xiD7XBKNU1ZWg655GJZBJpP2mWr8C2RJJExJNIblmHge9Pf3YNsOghCLRikvjSOqjmPbDKT7sWwXz3WIhMNEw0GisUosu4Bn2/Rns9iWhaIoxErilJVX43q+A2wumyVfKCAohMMRKspK0VQVD8W3mTYMLMsmoGtEIhFK43EcFFzbJpvNYVl+PeFgkHhFFboaQLDJF0zyRh7LMNE1f7IrK6tAwcZxZXDi8H9fBAIhyuIRQsEQDipGPrfT9lfXVELBIOVV1Yjn4ToOJ5XyvgAAIABJREFUhXyeTC6HiEcwGKQ0XkYoFMUVm3wu7wcWWSaaphMMRSgrK0PBw3NsMrkc+XwBRVHRAwHKymPgCqqqYZom+UIe2/HQVAgHA5TE4qiajngemUyGXCEPKH67ZeUE9BB4Frl8fjCQykLTNMKhCCXxUlRsPA/SmYzP8SsqmqYS0DXKSstxxMM2THL5nE91KUIoFKaitAxHfAQ4m8nsdHYNBsPE4oNj5LnkDZNCPrvTejleEicYiuKJhWO75As5TNNEVRQCoTCxaBRN03A9wTBM8oUsiIKua8RKfCtwCxXbMLBsE8u0fD/+QJBYvBRUDVybnOH77nsIAU2jJBYnoAcRz8EwTWzL9LFzRSEQDPo21Cq4omAWcuTy+f/2xP8/nuNPD6R5/q83EQxFcSyDfKGAbVuDXuZ52let4Pc3/hrPExzLJlfI4dg2Agx0bOeeR+9CVcAwLLJ5H8/yT9o03y5bQOu61RhGHsc2cWwb1/PwNJW29m088MA0LCuDbTtYg77wnqqQzub5YsF8vAVfYBoGtmXher6XvIvGtnXr6dy8FcvKYRgu4vle2q7AQNs2lg9kMc1+8rkCeDYiHq6m4xZydLVvwvFMcgUL18ojrgOahiAUsj10OyYZM4djGfgwvKAoLq7toAhkzbx/t6eFEHxr2KCqEiurwhDB7mnHdRU//ykKQV0jXpOkqbaZNWsWIqgoIijiAhqKpjJyxGi2bFnDQH8vIh6C/3gtEgnR0rg7FWqWRTu2oakaKoKiKGiqRygYZN8RY1ja3cVAXzcq/uM6BQgFdPYYO57K0grmLF6ArupYqorieeiqj+YddNjhzP98Lp7di6ooqIPvBgIhnf33Pwwt185ny5eiKz6PrQC6DiWVNRzT0sRX/X30bN+Grmn+RVtTKSst5dwfn0ywvJQXpr9OvmDguHlAIxLQKS2r4OJLruLFF56lt3M7uqbhqiqaqhCNRTjtjDP5ZvEitmxrxTYtCqaFioIeVJk0YT+mJGO8sXINzrpVGAp+DIGmEgnoHLnv/mzIFdi6ZiWmaWLbKkrAv6sbM2kyU/ecysyZM7DatqIp6iAjrhEIBzj4gGNo276OLW1bMQv5QTZdRdehpXEEU5oamL11C22bNqGpqh/voKoENZUJY/cgi8vmtWv8wC9FQVV1gopCaux49hl3AF/MmY44Lo7n4Ng2qqoSCKhMHLs/mexWtnW1U8gX/NgFhEhQZXhqGLtVlPP1QJr21g3oqoqreP4Nha6z954T6DYttm/agDqYnxYEXVWoGzWOvUaO4sv5c7BsG9P2/elVTUUNaEzd63DaO1fT1tmGruUxFRVFUQiEdMY0j2NiqpbPtm+la9sWv25x0VShJBTkwL33ZUNugG1rVvn9r6qoiv9ebfTkfaiMlrJ6+WLcri4MFNA0VE2jbtye7DtuH5Z+PZetW/x+1DQdRVMIBjUOPuBoIiGFRWvX0N66Dl0P4Hm+pfeo4aM5ZspkPtvSxrcL5uDYvvWKriqUhCMc+eOfEgrofDlvNta29Via/yYrGAqx+34HcsKhxzBnziy+/nIuOQTXdVE1lWA4zIknnEayOsJnS5azZvGXGLqO+99Nv/jfeTP8//ZHUVVJ1jfLzbffJS+++qH8+rLfyfBhI6SiolKiJXFJJOvl8JN+Ku9/+KXcPu0ZOe6Ec6QmUSvRkriUxMvksONOkY8/Xiiffr5OfvnLayXV0CLxsnKJxcpkv8OPkz/fd68sWpmWG26dJsed8FMpL6+UWGmZlFfVyG3T7pbVbSKzFq2Vcy68TqqrkxKPl0ppZZVc/6dp8sXC1bJ8R17+cNf9sv8hZ0h5WYWUlZfL5EOPlbnzv5Ftpsj8VcvklJ/fJOWV1VIaL5URYybIR59+Kd22SGtPt9xw272STPpW0Q2NLfLu2x/KgCXSZYm88OorcsZZ50lFeYXU1CTk5BNOE8f2qYwdvX3yh9/dKTU1tVJdVSWT9tpLrLyzk0Z47eU35ZCDj5fq6oSMGjFS7r/rLjFFxHZ9IuHG6/4iNdW1Ul1ZLZdedNFO2MAWkZdfnyVTpxwo1RWVctC+B8iGZYu+AxGkvyDyq1/9WmqqaiRVWyczn3mpiHR49v4HZdSI4VJTnZBzf3KCtM8vTq949CFHSG1NrSRqamTuSy8UaX+57V5paWyWRHWN3Hb1tSI/oI0yvWnZb98DpaayWlK1Senfuryo7A3XXSsN9Q2SqKqRF+75o7jtxYjjAfvsLTVV1ZJMJCQz/4si7eHf3iKNqZQkqmtk+oOPFWlieLL/PvtITVW1NKXqRQrFvMkdv/u9JKprJJlIyssPFKOvK6a/IPvtPVnqErWy394TZfM/ZxbpT991j9QmklJbk5A/XX99kbZjR6scefAhUl1RKZP32EN2fFuMTj7wl7skUVUtiapqueVXPyvSVr//rhx/6IFSm0jIxD0nytwXi/t5xmPPSl1NjdRUVsl5Z5wm8gMeZeOGlXLcscdKZWWljGpukWUz3ypu9+7bpaayUmprauS8k48r0r559x05+pADpKaqWka1NMvbTzwo7T9ArB6980GpqaqR6soqOefUU/z9HEQ+v/56iUz50f5SXVklo5uaZPVHM4someuvu1oqKyolUV0jV55/hvxw+ejZx2TsmN2kuqJKxo0eKZ9PL05x+ZufnyW11QlpqquX2y+7okj7+J2ZkkwkBnHqSVIwHXHFp+b6c2k5/fRTpaqqWupT9fLifXeIDPaWIyJPP/Sw1CdTUlebkgOnfp8O0hCRDbM+kOMOP1QS1UlpbGiSh26/V9LyPc75/NOPSXW1nw70oCn7SXfBT+WaF5Gu3oKc9pPTpbKiSupqk/KnW34rGUOk1xPpEZG3nnxWKiur/7VxTlXV5CenXyZfrTRl4VpPPl2clWl3PCWjx4yXsvIqOfioM2Tm3F5ZvlVk3oqCfPhZlxx80OFSWlop1bX18vacrbKhS2Rjn8iytSJnnHmJJOoapCaRkhfeWSwb+wbz8XaIzF1kSVPTSKmqrpNhI8fI0s0i202RtoIn37SKjB4zSaqrklJX3yxzV4ikPZGtliOrO0UeemaD1NSkpLa2QS656VHpyPv5ePtE5JUPReobmqW6KiFHHX22pAfz9faLyPItIruNGS+1iZSM32OyeIMHTlZE0pbIl0s3SirVIM3DRsj9f/Zz41qDB0hfWqSpaZjUJurkp6edtxPn/A5IfPzBGZKsTcn4PSdK9w6fgZvzdbc4IrJypUhDfZM0pBpkxiszik6G9j6RK6/6g9TW1skF5/56CJ8+d85XkkrWSX1dvWz5ZhfRFDn6qKMkmayXu35/t+y6PDLtSUnVNUhjY6NIoRhh3LJK5Ed7HyCpVIN8+uGHuzYrN1x3i9TVJqX5P/DNX79mlYwbO1ZSyZR89c9VQ/SrL71c6pJJaWxsGqJ1LMvL7mP3lPpkrWxYvWRXG3m56oorJVmblOamofjq9tZVUl9fL40NjbL406Ht3nzdVZJKNcgJxx03RNu+RqShvlHq6xvl4/ffL9JcEbn99tslVZeSww4+YgiLL7keSdUlJZlMySP3/m1I3ffdcY+k6lIyceJeIkYxwti+SaSpoUHqauvk7j8WY5eOiDz48OOSrK2TiXtOEndXZDPXK40NjVJXWyc3Xv3bIe3ef+e9kqxLyp577C5mb1uRtnGlSH2qXpK1SfnLLvl4XRG54orrpLqySqbsNdk/OX6wfLtuldQmaqWmJiHTbn9oSLunnXqK1NYkZOqUvYdor770qdQl62R4S4u88fKLO9d7ItI/IFKfapBEIiHHH3180fi6IvLE35+SmuqEtAxrkQ/eW1iMTGd7JFlXJ4lEUn584ok7y373nXvvvk8StUkZMXy4fPDhxzsnfktEtraJpFINUllZJT8+/hTpsP1zenW3f2P30OMPSnV1tdTV1smzT74qGfHX50Sks7tTEol/cT9+RVU4/ienESkLEitTKI0HmLDfgRz/4zMIBAIcc8IJ1A0vRdctErVhWnar5sxzriMc8Z/VNo+qQgmZBIMQrYZzLrqZRKKOQEhj9IRGAmHQw1ASg/Kky5hxkwgEVEaObCaRglAQAiGFcKXLMSeeRKQkTHVNGaPH+cROeUAjXgknnjmc6kQZJSVhpk5NEI/4OJgicOiRMHrsMILhABOnjAT1OxgPGhvh4MMOJRTRqW9owsB/9hYFCED97i1EwyFKohGOPPbIna6fYUCPQ12ijlAowAGHH7GTngjgUz+nn3sKsViM4bu1oNeVA3DQXlVowMixUFERR9M1Rk6aAMBDT/uuhuXl8KtLTicS1Jk0aQ/sXew59zloH6KxEsLhEI3jdxGDcMuVdxIJhTj6qBOGjOe5l/yKcDCMrmoQLkYY68bAL39xOsGAyui9dh+CMF5x85Wg+tGou/7IHb7bGH58wgmEgwEmHzFmSLtXXHYHAS1ANLir1yhU7hnh9JNPJRSNMWz0xCLcD+CSm24lEg4TCAx9KppsHkNJuISgHmT8lKHtXnrxX4kEAzQ27zZEq9kNSkoi6JrKqD3GDd3m395EMBBg8ujRuEN43EpiJXHCoSAH7b3PkLIXXXc1kVAITYlCqBjprBoGsZIYQV3noIMOKNJU4KJLLiKga4xrGY5abJsP0QqikSiBYJD99zt8SLsXXH0lQTVATaIOpSJZpNWPhVhJhKCuM3nSHkWaDVx36w2Eo2HGjxrlexP/YGkeOYZwMEhA1zn+8JOHtHvj1Q8TCARpGb7HkGPjpJ8dQigYIhjQGb/XlJ3jqwDhUigtj6GrOpN394+57wApD/jpuRcQiYSpLK1g0ui9yf+AntJLKomGY2iaSsvwybRnv69XgLPOvoJQMEQ4HGX4SN9yXcU/P6uSEAiGCQZD7D56IjLIiY6u8vVTf34peiBCWWkNjjrCr3fwhIhU1VBSsovn+f/B8n878SuK8jdFUToVRVnxg3WViqJ8pCjKusF/KwbXK4qiPKAoynpFUZYpijLpB2XOG/z+OkVRzvvPbJyCQnVVC2oAMt0ueihIvHYE+/7oBILBMA0VY3FyKnowiACmDbuN2RtdixCOVBDTIoS1EIoKmgctw+qZtNch6FqM2mANYvkd7QLxSJDDjj6LQDBOMDCCqO4PogdEQxpT9/85gUAZCuVogCW+FtQgpEA4OgJPgpRWjt/pzNlbGEycUnkgqholXLX7EN6+vv4oNC2OXlJXxIkHgEodwpEqVDXKoqXpnWW/mxQrKlsQ0VizunfIQG5Pg+VCd3ea7p7v13tAwQXBZ5AXrtnI9i649ILvJ+qs4eKIwlerdvDNquJ6Qy44jocgPPNIseUvwKbNW3Adm3f/+dYQbckKsB0Ty7FYtrUYBG/vhw0dAzi2x4sz3qOtp7jshk0rUcTDtAzmFDscowC5TCeWbfHcM0PbnTd/Fp5nkyuk+WbHkiLt6+WwYOky8vksd9x/N61txWWfe+YpLNvEsCw+mDkwpG7DymJaeR5+7N+HaLNnzyZvGGzf+gXzVhZzous2ge04mJbJvY8/V6RZwJx5b2HaBrO/XMD0174dUrfj+F5Oz7/z4JDJ7pNZWzFtE0/v5fVP3izStvWA7ZkYtsUjz8zg2dcXAN8hmbB49ae4YvPN2m95+ukP2XVxXBPPdfjok4fZNTph3idbEBG6ult54R1/n97+zJ82WtvBcixMy+KJV4qtk11g2VfvYNsW85cv5dkX5hfrTg+246ciffjV67Cg6AK9ZOF0XNeidfMCXnr/+eJtmp3Hsk2y+Ty3//WhovNkRwc4Vg7bsXj3w3/szHfx3Ta999EzGFaejp7t3Pnw2XiBQZYeaO/ZgGEM4DgO8xe+ypatfjkbUFyY8dqDOLZFId/PBb88hYDrjyvAgjl9WGYWy7KYPuPvDHRnCeGjojsG4L77b8Y2M3T1beXV6Zezre17jHvpio/JpIvtzv9Plv/MHf/fgWN2WXcjMEtERgGzBv8PcCwwavBzEfAo+BcK4FZgKjAFuPW7i8X/fhE2rv8EJw+hcg3FFQr5HJ09W3Acm6Ur3sPr34DjgWoKahCyhS5ETAr5flqXf4XhgZFzyRvC1o4OtnS1YplZvvx0pj8YChiOh6OrLPnmUywzw5bW+aT7/MEXAUdg4YKZWHaW3r4dbNxgYcv3lsIDvdDfu5GCmeW11x/G8CDtwdrVnZh52Lj+U0ynwPsfvUR/13by+JO35cCCr14gXxhg5fqvWP/11yj4/LIjsGLxCvpyvXSnu3julathsD0XSKf7WN+xjrxt8NHHf8cowPZBvDcLfDB7OnkjR+uWVu5/4K6dPdqWgcVr2unq68ewLJ576RmSkS5/ewDLhFdemYlt23y+eDYvv/jHohGZ/uZ8CoUCA9kCz755X5G27uvVPP3KExQsi+dnvMYTTxef4E8+dRlZo4ArCn999Dlwv586Fi77jFlffIZpW7z29rvM/EexJ/sLL8/CtoV0rsCzTxZ7wb8+4ys++GQxBcvm/kem8fYL/yzSn3n2MXKGRd5wuOuBN8H7noOe89FfWbtxNaZp8/ob7/Peu8W++otWrsCyXAqGxeOPFnvBP/HchxQMl7xh8+iTrxVlyupYsoJnX/0LpmWxYPF2/vLoS2B/H201b/aT9GeyWLbLhx/NJLP4+/wEaeDl1+Zg2R5tne088vBVRe2+9cbnZAs2huXw4muf0m1+37K9fj3PPXMLBcNiy+Y+Hnz0JejyL7J9Wfh62fv09ecxTZPPF3zM4ZX+7aYGGMDfXvwCy3Do6u3nscduL2p3xhvzyOdMDNPm47lr6TS+92zuW7WSZ/5+E3nTYkdbmqeffYP+7Rs46UD/7n7BFy/TnzGxHIcFX31G66fzdpbtMeCxV+aQMyx6evt56P5ritp95MkPMS0Pw7J5771F9Fq5nRPX0o8/5ekXXsa0HNat6+bpZ9+E3u+v3i8+9yssyySfKzB//mw2zv5sp/blgtfp7iv4tsydXTz95Gvo+Ofmlj548cU52JZHwbCZ8c5XrG3djj2ov/zCOximg+M4bNzQw+fzHmLrpvU4wMyXX+TFl57BME0KeYut2zfz4Yz3dsYWvPX6bzEKPj3V19/Pk089xvZeaC8U+GLxl8yatQDTtLEMm6+XbOCTL15lIGuxo9/hxb+/j1EYGhD4X13+UzinoijNwHsissfg/9cAh4hIm6IodcBsERmtKMrjg3+//MPvffcRkYsH1xd97/9q0TRdkvWN/PavT7HnmP3QQmE+fulBpr/yKJu3txGKRhm93wHcd9sDuLEa1J4cl198MKs3bML2PJr3mMDDd99PReNY1Eyeqy87lcVLl2I6LjUNjRxx7PFcc/VdFPq7WTb3Q6773RXkTIugrrHfgYfw4KNv0atZbJr1EVdcfzGZTBpFgZEjd+Occy5inzPOpnPhV7z79gzeeOM5PM8lEgxw2sVXc8gJ5xAPd/PuWwt4+dHbcMwCuqox9dSfceaZV1AeG+CzLzbxzN2XY+XzqKpKw8S9Oe6Ec9lzZDlr1vUw+7N/sGLuLMRzCUZKOOK4szjqkH3J6yofv/4Cn346CxHfxW/P3Sdy8qGHoDQ0s+SD9/hs0ef09GXQFZVwMMBJJ59M86R9yW7bzIwZr7Fl29ZBOiPIhIMO4pD9T8DIbGfWx1+wdeta+nq7CQQ0wtEIhx9zHrUxk3TfAB9/uZDuHZvwPI9oNM7kvQ9hz4ZKui2XhUsW0d62BcPIE9DDxGMlHDtlH4x4Kf1d/Xy1eB7pbB4Rj7JIhL33mcKIxha2dbaz6OuFZLJ5LMtHGEtKIhxx/M8w+zpI9/ay8NtvyGYGQIRYLM7Ug06mLubQ1dHJktVr6e3pwHEsQsEI8fJyjtlrAms6OujP5Nm2vdVPBA/EI2FGNjdRFq+he6CHbe1bKRgWlmkTDgWJlEQYO3oS+Xw/uXSaHV0dFAoFxPMoiZcyavgEooECAzmbHe3b6evvwfM8QqEIjckEqbIqcgp0dLbR09fruzwC0VCQkSNbiMaryKUH2Nq2hd7eAR/Z03USDcNoqG1GjD62dnYxMNBLvpBH1QKEgkGGNw2nLBogW3DY3rmDnt5uxBNCwTDJmlIaK2swA1E62jbT3d+HZfkOj+GATmNzM5WllViGSev2jfT2pkHx2fXK2joaU2PB7qW9q4f+gR5y2TSKphMIhBnR2Ex1RQnpnMG2jg76ejtxPSEUCFFbFae+sho3FGX7jq30pfvI523fVDAcJtXYTGlZOWZmgC1tW+jrzyBAUNepqaunqrIOxc7S2d3FQDqNUcijqCrBYISGVAPxkEba9Ojq7iSd7kEEgsEwtVWlVETiWHqA/p5O+nJZ3+4bPwNZKplADUaxjQKdfZ3kcoYf7a7rVCXrKYvGMI0cfZl+BvrTIL4raby8krKSchCTnGGRK+Qp5LIoqoKuBaiqqiAcCGE5Drlclkx6AFdA11RK42EioSgSCGPnM2QLBkbBRNUUdE2jtLQCPRDE82zyuSyZTAYAVdWIlZYRCETQVA/LNCgYBYzCIDar68RKwgTDURQRcrk86WwG1/n/gOP/Dyb+fhEpH/xbAfpEpFxRlPeAu0Rk3qA2C7gBf+IPi8ifBtf/DiiIyF/+g7Yuwv+1ADA5GiujrCRCOBzF9jyfUzYK2Jble3eHQpTH4riqhuM45LNpTNPw2epQiIrSUhQthOVY5HMZCqaJuA6BYJBIOEhJSQW2a2ObJpls2vfBVqC0tIxotBwXD8c0GMgM4No+WxuLxYhE4mjBILZZwDIKZLP+QAYCAUriZUTCURzHwDId3yrasdFUjVhZOeFgGHFNLNsll81g2zaoKmUVVURCAVTxMG3BNgtkCnlEhICmU1ZWQiwSJ2+amKZJJpvxJ35VpayslHAwiqsomIbh3+Xks4AQCYcpjVegKAqua5EvGORyWQQhHIoQK68kGohjW70YllAwcr7zYDBCJBSmLF6K55k4jkchnyP3v7h773BJqnrf+1Ox4+7u3bv37u7dO04eJjBDHBhyUKISREFBURQVEEUlSU4eRYFDUkQQUMlJJec8wwwMDAzD5JzDjp2qK/3uH9UM9OzzPufe99z7vue563n62d397VWrVqhVtas+v++qlBFFJRyOkW6Oo6Ni+0KtXKZSZ5A1TSMWCdPUlAjcSx2bUqVKzbIQEeKxKMlEGkUL4bolypVgwHuui2kYhENhUqk8lhV46ZeKw1Tt4HorFkuQSqUwFKhaVarVKmWriud5hMwQ0UiYplgMx/dwbSdwSLVtBKEpGqEl3YKuRylVBymWatRqFXzXJRQOEQmHSaU7sCpbcT0olivUqhUEIRZvJpNqwvcdHNejUq5SqgTBX6FwmHRTGFMPYYlQq1SDfrIsVBUi4TDJVAso4NpVylWHcmkYX4RIKFTv+wS23U/V8rGsCpZloWg6oVCETDqB+D6OD9XSMKVywMSHQgbJeISQGQ1C/isVKpZFrVbD0HU0XSWZaEbTNFy3RqlSo1wfq5phkkokCYdjuM4wdk2o1iceVTcwNZ1kKo6uKNiuh21ZFMvBeNQ1lVQyhmlG8USwqgGHb1nVYC1aTSeZbsVQwPEsqlWXUmkYBPRQKCg3FKfmDFKr+vX4ASsIVgzHSCUiQVu5QqVcCtYQUFQ0XSOdjKGpBi4KlUqVmh2g2IqqEjEMmpL1se7bFEvWDt/8kGEQTzRjGjqua1Gr+ZTKw4iAZhgkY02EQ2EU3adUsoNAqrprqBkK0RyPYOghar5HpVSmXK0g9Yk/lYwRDsVxFZVquYxVx7wFH1M3SDSn0VUVx61SLTuUysW6FbhBU1OSZDyF45SolC1c16ZUCZBdTVPJpJKYkSQ1u0K1UmG4WMT9L078/+WHuxKcOf63RYGJyJ0isoeI7IGiQN2/XUWo2XV+/zMaKcgQBFW4Hp5j4/uBbzvio2ka6GFEUXFdD9cTFAFBwVBVdCOEqkV2LD+lKmrdM1wLOOdQAsMIoSgSrHWrqCio6KqGbuiEzWj9ZqNW55uVwLNfN2nJZEkkYqiKtmOdXEHBMEwSuXZy+Qy6qqNqCoqmBYs96BodnW0UutrRdR3dMAMmG1BUg67eHOMm7UlLJoNphAK/cCVgvQsdzex3wKH0dPcQDoUCH3oFdE3DME2mTNqdvWYcSntnK5oeQtP0oH00jfZsBwcecgaTp44DVEzDDLYNaJrBYYefyJFfOpiWljRmKFRfoFpFVRS+dOgMfnX+lXR1dROKxjEMHUXVgiuVRJKLf3oBM/bZn0Ihj6GH0HQd3TCIRMIcfugRfOfbv2XChF40zcTUjWDSMA2S6SZO/voVHHLI3jQ3N6ObYTQ1uDrWNYPTTvom11/+e9oLeUKhMLquY+gammYQT6b4t8su45DDD2f06HZCpkk0qmEaBolklAsvuprf/PZxdt9jCqYRImSG0HWNcCRE16gcl136CMedeCytra0YhhH4vBsGkXCYc398CRf89KeMHjcaMxJG1TQ0TSUcUjnmKwdw1423MWPGDKLxGLpuBu2s60RjYU495TucetpZTNttTGArohuYuo5mGEyZPJUf/ugmvvKVLxEKRTDNUDAGVBVTN/nxqafy85/8jFE9nUSj0YDT1zQUVWOfmRO45BcXMWPvGURj0R15FQ2MsMl++x/G0V/9JpMn96BrQV1VVcE0dDo7ezj567/k6CP3RzfDmKaBrmloioKu6Rx75Ey+/a3v0VEoEInGgtgCVUMzdKZN7+HHp3+fqdOmEYvF0PVgTKm6RigaYc/pe3PksSczdmwBtV6uoqromkY2m+Mrx57LwYfMQDcjGGYIFLU+plVO+MqRnHD8cbTn2wiFokF9VBVdN5i57wQu/eV5jB0/mmg4jKFr9dgEhVA0xFFHHM2MAw+jozODpmromkbI1FENnSlTpvGd7/2cvfaahKqZwZhRFVRFIV/o4Junns2RRxyKaarEYk2o9cmsl6C/AAAgAElEQVQ3Gg5z8klHcfY5FzBh4jiisVjQDpqGGTKYuc8ELvzlpRx65DEkmpowNCOIhdB1whGTQ790LOdd8BsOPXQGhhlCN3Q0XcPUdSaNG8e5Z17DOWf+iHiiCd0Mo2squq6RTEY549RTuOzi25ix337EY3G0/w2Lrf/PMZ/QA3zyhc9LgHz9fR5YUn//J+CUnX8HnAL86QvfN/zu/xE5UlWZtMto+eOfX5MP5pTkL4/OleOOOlF2GT9aYrGE9PR0y3dP/74sWujLU7O2yIWX3ibTd91V4vGUJJPNcvop35VFy0WWrRP5+5Mfy2EHHCTplhZJJFLyta+eIo/+a6Ws7Bd5bvag/O6WxyWbK0gykZK21pz89aEFsmZQZNV2kXuf+ERGjZkk6XSrpJozcv2f3pVl2wLnzRfmDcoll98jmUxOUqkW2XX3g+TjDSJbLZG1JZG77n5DcrkuaU6lZdSYSfLJxoBWK4rI7DlFGT1mnGQyeSl09Mq8FQGHXxSRletFnvjnG9KWK0g21ymHH/UNKfsB0lUTkUXLB6W7u1cymZyM22W6rO8LcDFLRLYOilxy2d3S0pKVfKFXfnPfyyJ1zRGRP96zSXL5DslksnLCt34hIiLLNgXaW++IfO/sayXTkpXp0w6QJx4N2HVHAtzvH0+9JdlcQbJteTnn7Bsa8Le+bY586bAjpbU1JzNnHrIDQ/yMyb7qsnskn22XXDYvj7/5yY68vog88qTI3jO+LG2tOTnl9Evk3Q93yOKKyLkX3S5tbXnJZdvl8Qe3yBfTB+8vlIkTd5FMJitfP+VnsnM69yeXSD6Xl0KuXVZt+dxm0RORF56uyvQp+0h7tl0uuvxm2by9Me95l/xBsm15KeTbZe4bje6dW7dul/b2Tmlrzcmp3/rRyHLPvVTa2vLS3T1aXvv4c9zTF5F/PO1Je3uHtLbm5Oun/LAh3yfLRS65/u+Sy3bI2N7xcvft7zXo/QP9km8vSEsmK3vvc0CD5ovIVVfeLIlEQgodo+WOB55rqO8/nhbJ5zsk09ouM/c7piHvkrUi19/yqGTbCtLV0StX/OrOBn3dxi3S3t4uLS1ZmTZ99x144mco48/Pu1paW7OSb++WX//psR3744rI/Y+4ksvmpaWlTQ47/OSG/X39fZEzz7tRsm3t0tM9Vn7/m2ca8r74znxpzbRJSzojhxz2FRGRHS6sNUfkyKOOlkxLRgqFHnn49Y9F6vtVE5Hf3viUtLVmJZvNy8nf/vmO7doi8vAzItlsu2QyWdll/LQd++SKyKK1Itfc9qi0tuakPd8h3zn9oh3btURk9ZYtksvmJZNpk97R46S/KvLyR5ulKiKWJ3LR+ddJS0tWctmCnPeLa8Sp56uJyEsvibS25qUlnZFJ46ZKrRZstyoiH64QufKGe6QlnQmstb96ihStYM4oiciajX3S1pb7/4bj/w8m/t8BF9XfXwRcX39/NPBc/QJ3BjC3/n0aWAU011+rgPR/Vq6m6fKTsy+TVVtEFq715L3ltsyds14uufgGaW1tleNPOFkWfLxZFm8VWbjOl8UbRO699xXJZnOSzbXL3I/XyuqiL+vKImsHRF5+bb1Mm7aXZLNZee61d2WTJbJiUGT5dpFPV1TlxBNPl2xrVibuMkk2WiJbJAimWrq5Ihdc/Bvp6holPT2jpK8eTDEkIsv6i7JmWGTy1OnS0dElF1z4K9kuwQQ+5AV/D/vyYZLP5+ToI4+X7fUBsHR7wPn/7ILLpLO7R3bZZYoMyed++8MissUSGTV6vHT3jJLb73hIbPl8Eh0UkT33OVAKHT1y0inf2OHXLfXfDJRFurtGydRpU2X+xnUNB5olIlOmTpJcLi8333WvfDE5IrJk7VLpKBTkK8edOIJrt0Wkp6dH2tvb5eOP1svO6aWXFkpnZ7dc9KsrR2iVqkhPd7d0dffIltJQg+aKyN333SWF9g750333jDBIHihulc7OgnR3947k2kXkhuuvl0KhIP964oUR2rZtIt1dPdLZ1TnCWtkVkd/d8Dvp6uySZ158fkT8wJbiNunsLMio3lEjCxWRcaNHS1dnl/xrJ1tfEZH+AZGurl7ZZ+beUt2pRo6ITJkyQQqFTrn51ttH5LX9qnR1FmTv3fcUq09k+04eybtMmCiFQqdc+qsLR+QdKomM6hklEyaOkyVbljVoNRGZuutEKRQ65Jyzf9ZgYx1MtIPS0dEuE8ZNkFVLdlonQETGjRkrnR0FOf30U0dYEQ+VRHp6emXc+HEyd/lHQT3qWkVEJkwYK/lcu/zyvPNGtMXGoVXSUcjL9MmTpbRtp7aQqnR3tEt7Li/XXD3S8nn+/KVSaM/L9N0myYLNqxs0V4J4l+7OTvnjn+9u0Coisuv0iZLL5eTwAw9tqI8jIkP+gBQ62mVUT688+cQrDcPOEZHRo0ZJez4vB3/poBHjqm9QpD1fkO6uLnngsYd3GEL79XLHjh8r2WxODp15sGz0gn5x69rG8mbJ5fOSzxfkuutukQE/+L4kIn2OyKhRo/7Pc/yKojwIzAbGK4qyXlGUM4DfAIcrirIMOKz+GeBZYCWwHPgzcFb9v4p+4Brgvfrr6vp3/0nZEMllGbY9VBWimkbFDNM9ZQ9E0YlnMtjNaTQdTM3F8j1au8agagaapqEl42gEls0iQnNHGxOn74umGZj5PDXXJdEEhu4Tjatsr1bRwxG0cJSS7aAR2GtEQjqTZuxLOBrFV1RKlrUD9UzFwriOQ3OmgKppNI/eBZPAZhgVLM+je/QMjHATLR2dGASoZndLcIdp7wNPwogkaG5u3dEZBgGvb4SgLd+NaUToap+Kwuf35kLAtGl7B4ZY8d4djDCf/UaHeCJJONJKuq3j8zYloIKa0z2EzRiFjrEj2j3TOQrDiJJr7RpxD88A4vFWDM2kM1sYkXefKbugKRqtrZNYvRP9GAmDaURB0fHMRIPmALvsdiAqCtm23hE8fSrejK5FiBih/9Bo5Mv7nomh6XRmRnLtmQxEdBNdNYjtpPnALtP2BRTSTakRhrfpeAZNNRH/P7bCTUbimJpOJj6SxW9OgaGpRMJpQjuZOvtAc6qAoaq0JVIj8hqKga5HiIcShJLQspPDcj7VGvR9ZOKIvIkYwfqzZpJUqrdBU4F8+1g01aAt1dZgYx3c5ExgGhFiRpS2yEhevC2VAUUn3TxmxOSRiIGGiqFHaG0JYhe+WOumpnT9nnV7Qz4dyCcKaJpJXI8R26l/DcI0xVKomkomGdR34Aue0bvuMhZdNTHMZvLp7oa8GmBqBqpqkElkGjQBcrludE0nbsYQPsdEdSCsxFBVA01RyUR6qTmfg7M60BKKoas6UTNJqVhtOFbSSQgbBrpqoNVCO9BXpZ43nQxuI0U9oaIG5Wp1LRLNBu9VwDcZKLqBvQMQ0yGtj7S9/l9N/+nELyKniEheRAwR6RCRuyW44D1URMaKyGGfTeL1k9rZIjJaRKaIyPtf2M5fRGRM/XXP/8zOKYrChHwXng3iuPi6SjzczG6dU0mGwkzMZZDhIQzbQ3QDQaGrpYuwZqIKuIP9KJqKqgeBWCHFYHSyGUXAX7GKkKfj+QAuEjH57lHHonouCUOjYBjgBYZTimGQ1nVyra1ENY2MH97hoK5oOum4QT7dAr4w+OnHVAnQOA3QFY2OlgTi2PRvXIPnBZNc4FoCTnEziu8yXB6iuGXtjsHjAa4HnlvFtS1efvm+hvnOB/pKgziuw8pP32s4wATQBUrlEv19m3j27ocb2jUCDA8NYns2z7zwbIOmAxve+wDbtZm3dD6Pv9DIxQ9v30ipVqZi21z+20ZLZ4DH3nmSsmPz6MN/YNvs1xu0pdtdqq5NuVTkgTsabZnDwHuzF+AB9/zjQT5Z80mD/vabs3A9l8FKiVv/3GitTGUbtz58NZbjcuXvfsyWWW83yA+/+iL91TKWbXPTXY2ctw3848UXcRyHa+76I+982hgk8Pazr2M7DmXb4rJrrmwsd3Aj22sWRavKL68+k53TSx/NoWQ7LF2xhKtu+3ODpgBrN6yhXKvxx2eeAKuRzV7w1hxqjs3ybRs5+ycXNm7Y6WN1pUrFtvn7Q7eOKPeDjasZtqps7d/K5ddezRcfwenAypUrqdkW/5z7Gmxf3ZB32bwPsByHLcVBTv/Ft3cqd4CNVgXX93juxZHxEnPWLaFUq9E32M91NzXaUKvApi1bsF2Xx2a/SmXT8h3aR0th1ouzqNkeqwa38YMLzm3IW9y8iiGriuW4/PEvAQ/SvCP+r8ZNDz9AybFZs24Nv7mpETH+YMsWBqsWQ9UqNz16P+XhjTs0BViwcBmOJ3ywbhVLXn+rYUKc/eL7lKtVSlWLn1z2HWJfCOLbvHY566oVSjWbeR9+wOZi/46TRg2HG/96D33lMn2lEtc/cBdDa5YAwXG9ckBYsWYT1ZrNvI1rWPrIs4TdYCxqwH13/hOrZlOq2tx5z424gy5FP8C0V87/hNVD/+k183+a/luvuXvVVVdfOe/jeRxy+NfQYyncqsWm9cv5wz3X8/HH7zNv4SesHtzKvnsfhmcLrqj84a5ref/dN3Aci/lr13LgjIPxJEqxr8aj/7ifBx79C4N9W5m1bDGOCWM6puGJxvCazZz/61+wbfMmtg8MsK08zAF7H0pJYKjP5/zLzmbRgo8olku8P38ezX6G/IReBqvw/PPzueuOq6lWKny6aCGt0Q56p0+mrwxrVlpcev53KJWKbF6/nu0Vn6lT92NQhYGN8JPvHcn2bdspDfQzb+0WWkdPIJLIoJXgwT/dyj+ffIxKtcziZQvxmuJM3XUPtqsw976/cdvtN2JZFv19W1i+chOjEhGkp4ePX32day+9iE8XLaRaKvLuO6+iSgu9+05jqOTx77/9Iy+9+AS1SonVH73PNjfE6DH7MOhX+PvT73DNr69k46oVDG3ezJuvvMnoA75KJGGyfnuR86+8ioVzZuE7NkuXfkrViNLZnGK7GeP2a6/jtt//mlKxRH//Vp6f/Q4zOvM4XeOobNrM944/kg0bN+DYFvNmvUEsnmHs+Ols3LaWX513GX+7+98ZKg6xedEinnv8nxz0jXMZsDazZvl6fnb1VaxfsgjPtnlvzlwyU3anLRZhRaXCxVdezXOPP0q5WGTL5nU89t58DpvYw8Kyy4LZs/nV2T9mcHAQq1Zj/luvoYlCa9sY5sx7i3N+eB7vvPgUpVKRjYuX8PpTzzF236+yfuMS5r75Lr+88Wa2rVmOa1t8smAhlViBVEJl4crV/PKaf2PR++9Tq9UYGuxj1pz5ZKXChmiY+397A/925ZUM9g/g16osePN1iujEe8ax5JP5nHPOxSxbNJ+abdO3fAWvrN1CMjuRvuFN3H7fy1x/7x/YumIZ1dIwK1YuZt2gT08hw6cbNnH55Vfw4ax3cGybWrnIyy+8TMLzKLXlefKm27j+VxeycctWPNti2dw5bHaEzC67sW7NYs678GY+fO9V3FqNwfXreHrZWuxwB8Plrfz96Xn8+s5b2LBkEbZVYe361azaUmHi+G4WbtzENVf/hg/eehO7ZmOXizz7zPNEqhUGU2kev/HfufqSy+jr68exKqx8fw5ry1Wauiew6tNP+fE5F7N8yXycmsXg2jU8t2Y9emoc/YPreODxp7jpntvpW7sCq1JmxaqlrNpapS2bZPaiFVxwxZUsX/Axtm1TKQ3ywouvEy0NsAKNWy67gr/e9SdKw0U8u8ans99m88Aw/ZrO+2++wYVn/pDtW7fguw79K5bz1urNhENx5sydzfkX/JpVyz/GsqpYw4M8M38Bi9bYbFi9kN/f8Rh3/O1OBjZvwLJrFIf6eeml1xHb5skXX+Oa3/6OdSuX4do2jlXlhUce4v2585j76TJuveYannzwAYpDRVzbYmjNal6c9wmLlqzgnw8/xH2338rKlUtx7BqWVeXlObN5/uV3efuFZ7jut3/k2afvZ2hoEMeuUauUeOaJv7Jo9gf89Z6/c+sfb2X7tq14rvtfWnP3v7Uts6rqEm9K861vf4fvnXAeWzSXpe8+w30P3snypStRFIV0a4a/3v4wlUgL7sAQN9xyJu+/txhFgVhTjFtuuIXW/AEMD63nznsuYs6sD6hVXaKxMLvvNZqzfvh3FHeILes/4qJrLqRaDux9p0zt4IzvP0gy5bB0xafc9u+XUC4OI75PW7aNiZP35ISTz2fjqoW8885TzHr7ZTzXwTBMukdP5Myzr8OuruSF51/l3beewXYcdFUjne9g/wOOZdToHO/P/oC57z4XuHQqCol0mj12n8z4CTNY8uliVq38mDWrVuH7HqpmMnlKgV2nHsW24e2sX7qAxUuX4nkeKNDZmWXCqClIIkX/2pWs37CGbdv7EFEIGTqdveNp7x6HU+1jxbKlbN++GccJ8MdESxvt+fGEwlXWrd3EwOB2rHIRTdHQjAi9o7uJx2JYlSobN22gv68vcEo0TLo6Wym0Zdk6XGW4f4jB4QHK5Qq6phCLxujt7sZWNFyryrat2xkuDuEjxEyT5tY8qVQO1x1ky9Y+yuVhapaFaRiEQlHyHWOJRhyKwzW2bNtAuVgCgVA4Sr6QozWRZKBUYqC/n+FSEce2MXQdMxxhXE8H24Yq4HkMDw/VrYiFpkiYWKqFsGng+R6lYplieRjHdoJyw2GSzW2oOCi+sHVgAKtSCnzXjTCZ1haiIY1qTahUgrI/o6eam1OkmhJUPQ+valGqlCmWK6gKxMJhIqkM0ZCB77kMF0sMDQ/i1xeujyabaYrEMAwolW2qVplKcbjO+Zu0ZNJEwyaOK1QqVQYG+hDx0VSFluYUkXAMT1XxajbFUoliuYgCGLpJvDlNc7IJ16kxNFxhaKgP8QJ2PZpIkko0Y+o+g8M1qlaJSnEIRdMwNJ22thZikSZqTmDb3Ne/DREFQ9dobm6mqamVqlPBt6oMl0uUyyUUBQxNJ57OEI9E8H2PYrHM8NB2PM9H13TCTSkS8SYMzadYtqhUStSqFQB0w6SlJUM8EqZiB9hrcbiI73t10iVJMhbH8gUdBR+F/oE+7FoNU9eIJ5sxzDCK7zA0XKZcHkIkiFsIJ1I0hUOoilAqWwwND+D7gqKoxOIxIpEoIV2nYtlYtTKVcoBVGrpJoilKyIwEUbRWlcGhAURUVFVoiscxDRNRdcRxqNYqlMplICDRmpIpwqaJ57tYVYvh4jCe56NqKpFIjEg4jK6q2K5D1QpQUgBd1YjHYphmqI5FOxTLRRzb/r/Ylhkfu1bi8Yfu44V/PkrVDZj6Ss3CcWw0TWWobzvfOfM4HAHx3LptswUoaGX4xQW/QFVMHLdCtVoJAnk8F0vxeW/2Us7+6FBct4bveViVSsDUA0sWb+HqK49H0xQsy6JcKuK6gT94f38/7819i0UfzaVi27i2g+fZuK6HL7B+/Spuuub7uOJSrdZwPQff93BEsEpDvPXyI8x+TaNctajVbHzxEV+QWo1PPlzEwo+WUKtZ2LUg0hHAUF3Wrh5i2+Z/UfMcXKtGzfECnFVVGRp0+HjxIlwfnJoV5HcFBR9DN9jWv51KuUS17kHuugIoOJ7gOg59W1cgOFilCrrv4nseoqroimCVyzjVIkPDFbw61+yL4ItPteqybdsgg+UKtUoV13UDAEABX6B/sIKHUKtVsV03qGvd7qJm1ygOD2I7w7h2DfwAm/UEXPGpVfuplBxqVg3FEzxfUOple46NbZWDA8hxA1xWAstgVVEplR1UBMtx8CWwg/b8YNm6kBEmZKYYLm/AdZ06qqvgSbDEXTQcwfNcSmV7xwHi+woiChFTqTPxZaR+z9f3fUTTME0DTTcRp4Lt+rjeZ+MYfJH68wMN16/iuG79c1CmJj7RsI74Lp5dRfe9OkihgOoTMgQVBduugGeDAp4bPAdzfcFXNFzHoWLVcH2/jjurCB4iPr7jUbUcXMdFfHZ4E3iOjetUUH0d36mh+S4oKr7nIyr4nlCrWZRrNXzXwRel3v8evijUaiWiYYP+kosX3DdFRIE67uvYLuI7eHWrdJRg2VJVEQzNRzwXcRx0BKte38Ay3MO27YCj94L2o95PqlIft25wXGlmGEVREWQHVi2+i+O6eJ5bHxfgiaApQkg3sZxgYlUVBb/Ocwc25SqqCvgeOkowqBQAH8PQ0Q0N26rhei6+7wMBTq4qOqFwFNv1qPkWrh/UA0AUBd0wCEWiWNYwnveZnXpgS2OYOvG4iaIouEM1dMXbMSYVFSLRMOFIgnIliDP633Kt/l95Mvx/+qUoiqRSSTnu+KPk1t/eK2ec8ysZM3q8ZFpyEolEJZlMyKjeTrn7joflV9f+Sb56/InS2tYlkUhMIpGodHd3yu/vfFQe/Mda+e4PfiRdXWMkmUxLLBqVjkJevnbS8fKP57fJhZfeLAcdcoyk060SjcWkKZGQr530VXlhVlVeeWer7HfUiZJr75RkKiXxeEKOPOpwufL2v8vSFSI/v+w3sv/+B0lzc1oSyZRkc1m56IY7ZWizyKx5w3LKt06TtracJJNpSbek5YLLrpUPPhFZuVbkVxddK92dHZJMNUsqnZafnnOWvPtuWSpVkVv+8C/57knflOZ0sN1xY7rlhRc2iSMiK7aJXHz+FdLW1ibJVLO0tWblgb+9KwMlkYGayB13PiXHHXe8tKRbpKUlK4ftf4Qs3xLQPmu2iJz3k0ulrTUrqVRaxo6dKO8u7xdLRCxb5I5bH5Wj6m2RzxfkRz/6oQzU0Y/+YZFfnvEjacm0SjKZlv323VPW1MGemoj8/ea75PD9p0sy2SydhU659uLrpFYMCIh160W+d+opkk63Sro5I0cecbxUJdinmiVy9ZU3ybTJ06Q5nZHRo8bI5VfdIraIOK7IwiUD8s1jTpR0OiOpVEa+/o3jpFT+vNxbL/mVTBgzStLptIwfP1buues+EQnKHRwWOeuMUwMb3JacnHHOv8kX0+9+c79MnjBZ0i2tMnnK3nLjn18Tt05Y2CLy3a//QDKZNmluzsh3T//WDkrFEpG/3XiTtGbbJJVqkTFjx8i65YFmi8hbr82VM7/7NUmnM5JpbZfjTvhBAzF0w2/+IG2tOWlOt0pPzyhZutUKrLNF5OXnP5GzTvuRNKcz0pbLyqGHHyB9g5/X9+Gbb5K2tlZpbm6RQr5TZr/9ufbaS+/L9079mjSn0tKSbpHd95wpfV6dJqmJXH3F9ZLJZKW5uUXa8+3yyqy3xa7jLI898qZ847ivSzrdKi2ZVtlzz6myuL5OvCMif7jqYmlry0oq1SLtuYK8/nLfDqvhfz7+rHzthMDSOZNpkz13mynb3KAdtw2J/PRnv5DWTJukm1ukvdAub3y0QG6663nxReSPtz8oXzroy5JKpaWlJS2HH7q3rFoT7POQLXLhD78nqVRKEslm6ejokrfeDBiasojce8stcsgBEyXd0iotLW3y9SNOklK9f1ZuFjn9tJOlublFUqlgXH20IchbtER+cs4vpDWTk2QqI22trfLwMy9JfzEYk4/e/7J886snSSrdIumWVpk4caJ8svjzvv/DtZdLpqVFkqkWaW3Lyz+e2SieBEjmS6/Mlu+d+hVJJtOSTKVl0pS9ZeHmQBuwRK696i+SSqYklUxLNtsu/3r9A9lYEim5Ii/86yM559s/lVQqLanmjPT2jJI58z0ZckXWV0UeueseaU43/99uy6zKqFGj5JnnZ8msxZa88v52ue7aP8sRh39DmpMpaW/vkHN/cpF8tMGT95a78uactXL6dy+QdCotyURSfnDGD+WDDbYs3CAyd3FFLr3iT9LbPUZSyWY5/tgT5P33FsknG0XmfFqRNz/cLtOn7SXNqbTksnmZ/d5iWVsRWVcWeXdFVY455muSz+Yl25aTd9+cJ6uKIpsrIouKIu/MXSE9vaOlJZOV3aZMl5V9jmz3RLaKyJq1/TJ18q7S2pqT0T2jZOWiZTIsIttFpNTvyAlHHSP5tqzkWltl2ZwPxHdlh4Xrgtffko72ghTyHXLQfvuL1AdWUUQ2bqrKxHETJZctyNhRY3dMKF5dXzB/tXQUOqWro0eu+OVV8sVUK4uM7h0tba05OfrgL49ANh+55wnJteVk7Ojx8tKTjf71m95fKIV8QbKtOTnrB43suru5T2657reSb8vKpF2myJKPVzToKz7ZJIX2wEr65utuE09Erv63zxG7n//kIsm25eSwfQ8OKvGF9NqTr0h7W1ZGdRfk/rsfatD8pavkuyd+TfLZghx84MGyZWWjH/+Hr82TfL5DCvkOeeTR12Tn9KMzzpJcLi/HHXHCCO21Z9+UQr4g+Wy7PPH3Rvtk2bBRert7pZAvyMx9Z47I+/GcD6SQ75BR3T1y5w33jNB7e3qlLZuTA/bcd4S2+M0PpL29Q9oLnXL1lb/eqdz10tPdI9lsXiaNnzgi75ZVa6XQXpCeji4578yRcQ2jekdLW1tOJo4dLzt3/scvvSXtuby0FzrljNNOa9D8RYuktzOw8x4/ZvyI7a6Y/4Hkcx3SWeiU88746Qi9t7tXWltaZcrEKSO0J+9/UnLZnBTaC3LFL89v0LbOmSuFbFbaWrMyddJOebf1yV9uvkaybTnp6uiUm3/TiMZuXrcpaMdcuxy+36Ejyu3p6pV0Oi2dhU4pDtYammP2K29La2ub5LJ5OebYYxvyDSxfIR3tHZLLtktvz5gG7ZV3N8isV9+WttacZLN5+doxJ8tn8PJnSGihPS+ZdIt0dXTJhlIw3D+7MHj1hdelNdMqmUyb7LHH3rJpKEDHiyKybs0maWvL/l9uy6yo9IzfleYxe9EUCZFOtXDg17/Pyd//JUYkQqGrm2O+ezaxkEosAslMjm9+/5dEYjHCkSiHn/ZDUlGdphaIJnS+fMJpHHDYcYTDEWaeeCqxMePI56DQHaG7s4WvnXomoVDgi5EZN4ZIBKK6R3cuzDsGuWEAACAASURBVKk/PItESyvhSJjk5OnEoxCKQEr1yY3vYszEXQiZBuOm70NTWsdUIQbEO5s55NiTMKNRsrkOUhPGYAJxwGrWOfHHlxNJNRNrSpLeazqeBk0ET/g7DtyP7nGTUE2dCdP3xCagX+JAKhfmkK+ehB4KkWhrpVhvM5UA9ezZtZtILI4RCbPniY2LeXtR6B4znnA4xMT99mtAGF3g6NOPJxSN0pprZ/K+ezXkze2+Cy1tefSQwd4zjmzQtGyaU8+7ANWMkO/qYuyURpQwPylHJBrGDIWYfuLRqMBZ534v2Cfgh5eeSygSZZcZ++LGG8fCQccdQjiRwvZ19tu/0RK4NraHMy/7HVrIYNK0vWjrzTboamYc0WgUzdDZ69hG3NMGzrrifOKRKLsfPJOdl7E+6Mj90MMhdFNnv/32bxTb83T19qKbOhMm7cbOadJe0zEjYfRwmF1POLhBc4HeseODNWQnTx2Rd/z+04nFYjRF4+w7YyeL6/YCU3bbC8MwSLfn8XbKm+zpJBSO4Gk6exx7eIMmwMTJ0zBDITq6R9HQ+cCUw/YjnEhhmib7zPxSg6ZMmMDoqbshmk5TSzNOY1Zad52OETZRNIPdjj2sQasB2Y4ujHCIrlFjRtT3K9/8CqFIhGg0zh4zj/4smD7Y7l57ksh3oJkG+d5RjfXNpDnu7EvQTRM9HGHPbzTaNkc6coQiUVRDZ8xu0xq0Yc9j1C4TiURjpNMtxJNmQ3PMOGQmkVgczTDZZdf9GlxQU6NH0TFmLKFIiFQ6wfAXtFWb1jDl4Jno4RCmaTJ55p4o9dtgOgGdM3bCNAzDIJFIoTg+IQJc0wH2+tL+mJEYumHQO3YKEdMNjmvfp7krx9jxk0a03/9q+m898auqypSJ+6ErGqoOugEmwvjRY4maMcaP253mWDuoYBgK0bhBsjlNIp7G1EO0NXdgGgpi+8QiBolUmEMPOALDNBmb7yYRUnFsH1EEPQp7zdgP0zRIxqIYjoYO+IaGKDB24h4ctP9+6IpJwVQYGg7uUxt6sBTgcV86iagZoSscQyPAsnwCH+3zjv4OCV0lpWo7MFCHgHE+ZvKedEfjRDQd3WXHoPbr+rTWPLrv0ZlJNXRWGNir0EEyFCLXHKfpC5pBcHIotGWIaCr68jWN7QrsNXVXUBTMLdsbNAV48+2VhBWFsFsjXd02ol/aIhFCikKLOlJrDkNU12lSYHjx/AYtAmSbm9EUBfv9AG9rqYPkGpD1h1F8F7ZsQLfZKQkRVcVUFEx7XYMSBma09xBWVZrcAdjaaPk8dXIcU9VQfJ91Dz3VoJlAfNknOHaNTcuXEhlRo2FCCJqisGnVWyPUjKajo2ANbRqhqUDU0NFE2PLGew2aDvTmMmjiU+rbCCMiFxxMRUE8m9q2uSO2nQubGKpCk7g7xtRnKQQk43FCis+2Dz5t0BRg5qQxaAju4FYYMX07xBRB9Ry00oYR5XaEw4RUCCuyU2RCcMESD4fREAZ28vMOAeN7u9BQoLiT5zagUkEVQdwaamnVDpuTz1JbJIKpaETEGVHfZk1BQzDEZ+urjZbOCSARDaGIQnlzY30SmkZPez7Au+0qxdKmhpOKK8PB/orH1uUfjXggGjM1fM9HEYU3n/t8rJ9x3D7c8vt7MDUF8T2ee/JxxA+OXiE4Nl2riq+oVCslaos/3GEPrwBWfwB0uI7NppWLiFR1VMBXVVyg6u18qv9fT/+tJ34RWLFiCU0G+C7oCtiesL1kY7k+y1ctY2v/IK7j4/gKnkDFgqrtIIrKitXr8AQUUQMu3lLYXOzHdRzmfLqEbdvB9lRUFKourN+8EcfzKFlVlq0PHk5aloft+/RvW8Xa9auwHIuX3h4gGQ4O1ZLvYSow/5PZVJ0ac1csRSl/PoGrCjz4xtOU7Rqr+7dSHWJHIJYGPPXW+2yqlBm2iny06AOEIAZAJXh499GGDViuzZvvPktfJbhysgkG0DNz5zJsVVi1bhXv1Y8zv55/5WbYOriNoXKZO54IOH63rovAJ0tfw7HLPDPr1QanJQ0YN8qnZBVZuXEN19113Yh+WbV5PZVajbv/9We2lhq1555aSqVWYenaRfzuyUbWe9Vq6BvehmVXueH+PzVolsDjr7yAZVd5+f1Z/OXeexv07QNbKVUGqNo1Lr/1khHT1d//+QDVWpXXP3yD2576Z4M263WLklXGsi1+ff99jfu0Bf76zrvUHItXX3+Jm268skFfsXU5ZauEVbO4+d7r2am6LFi9HMupsWDRfN77sFH7cDaUa1XKlTL/fvcfG7SyD0tWf4jl1Pjwk49YU1rfoG/uW81wZYjhYj9/ePSPbC42yLzz4TyK5RJL1q7inZ3WJ1i2CAaK/VQsmwf/8VCDVgHe+OglanaFFVs3s2Dt/IbJruYMM1QZwnIs7n/pITbuFIT3/qKFVKwqm7Zu5O3GcAkWfAgVq4Tt1vj7Px9t0IoCS1a+j+3WWLhyGUsHljfErCxau5BKrUi5WubOx29nS6Vx26s3rMayayxZuZBZ8xq1F56ch+c7DFcq/Pt9je38cb0tarUqs+bOZsgK/qfzgaIPnyx+h5pdYftgH0/PeokhJzgV2sCKjYupVIewaxU+WTaHeR8H2/xs7C1fugTHttm+fQtuSeWgA4/lB2ddDMBe4/emWilh1yz6t61n/pIgvqcKfLwKNm1dgWNbDBb7uPfNZ/h0Pbw+Zz19VXhj0Tys8hCuY7Nuwwoee24pig9Dvo+7tY8NKxpP5v9v0n9rnFPTdEmn05z1k99xwle+w7Bewd26lYcevZMHH7gDTVPJ5wo89OBcihGIKz533fEH7rvr16iKQjqd4P5H36A114kt8Ld7n+Sx+y5h69ZNNMVjHHH0/px98YPEmqC6DU78+gy2rVuK78MBh03hF1e+QbwZ4jU4+VtHsXHVAhy7Qu+4Tg4/9lt8/0fnUxmG117+lOsuOwrHGkY3dA788kn8/obbQYM3X9nGJefvTalUQkEYNW4aP/rRDZz2ram8/U6Vn/10Lzav34wnCrn2To4/7qv84qeXs3aDxbtv381lV1+F43goovLNbx3CRec/TJ9VZvMnL/G9n52NVbHwfeGAA8dy0nFnsed+32LryiXc/dBV/PPJV1DwiETCHHX017ng57dg1Tbx57/cw/3334h4LppuMG7Crpx+2k0cNjPL/Y+9ztMv/pUli2ahoKCoYS7++fmccvy3WLNpmDvvvpynn38a2/HRNJNTTp7Jj487l2qsh7mv3MMjLz7Cgk+3oKo6iaYol/70PCbteTJ2eQu33vlzXnn9Y8T3iIRD7H/AlznqmMsY0+Vwz/338tprT9G/fTOaHiIUCnH5Rfdx4H49LF4+wO9vPJdPF3+K77toepSzf3gi5xx/Nkv7azzx+G28Musl1q4fBDQSqTh3XHERfeTYun0jjzxyG4uXbsL3XWKRGPvuvT/77vcDIvG1PPX048xfsIDK8DCGZqCZYU477UL23i3PwpVbefyRu1m3djXiu+hGlBO+uifHH30Oa7Zs5c0XH+PFt97C9wBU9tm7g8P2/DK5iYex8uPneHn2a3y8YHV9cXmD3abP5DvfvRSrsoyH//EAs995F/FdRFSy7QWOPuJr7DtjCi+//B6z573MmpVL8X1BVQ2OO3YS3zz+Gjb0b+G9Vx/hkedewPVBU1XGj8tz8N5fZtyuR7B1/Xu8OvsZ3n13CSIQCoUYNXZXrr3gDoruAh554lmef+4xPM9DUw0SLRlOPPYYjj70y/zjhfnMfe8JlixeGJSrGRz+5Ql8+5TfMjDUz9vP/pUnXn4lGI9ojB6TZf89D2X6zOPZsPx13pj1NO9/sAbPE0xdZ9zE3bn8ghvYPryQvz38MHPeeQPHcdBVnVRrnhO++nUO2GsKTzw1i9lzn2fLlg2I76PpBkcctRsnHH0OKzdu4fXnHmDWe/PwfVBVmDq1wIF7HUZu9F4snPMUb7/3HmvW96EqEDJDTNt1bw4++jSkspKnn3uEBQtW4nlCSNNI57u54he/ZvPgAp596U0+mPNWHYnWSKTT7L3HBPbc7SDenjWPJUs/YvPGDYiArqtMnlJg/32/yYaBTSya9w7LVqxEJLi4a21N09kxlvbRE9iyZgGrV61i67Y+PF9QVZ1UJsu+M7+E4/az4KMP2bx+A67roigqkXiUUaM6yLTkWbt2I33btzM81F9/zqmRzaYotE+i4gwyvG0bGzZtovZfxDn/W0/8qqpKKBQmlYiRSmVwUalVypQrFcqlYUAhHDJoybQhWgg8l+HhAcqlIiI+YdOgKdWCYUTxxaFcLlGtVrFrFqahEw5HicRaUFUP8TwGhvpw7BooKtFojFg8haaC7/kMl4Zw7RquK5ihMKFohEQshl1zcF2HYmkAx/ZQNYVoPEG6KYWIS6lSoVwpYtsOIhCPNxGPhDB0k5rtUKoUA8TU94jF4sQiIUJmmJrr4Lse/UNDiO+jqgqJpiZC4QQ+Hp7jMDQ8hOfaKIpCU1MC0wzcL33XDiL/SiV8AdMwiMTjNIUjuJ5DrWYzVBzG91wUVacpHiceCaMoULFq+H7AmQuBg2NLKomhG1iui23ZDBWH8H0fw9BoaU4R0sMBu27bVKzA5lhRVGKRGNFYFEXTEd+nWq1QLJUC51TdpCnRRMiIoWBjWTa2bVGpVkBRCYciNCfj6BrUXAWrGviQ+z6EQzrNiSRRI0TFd3FqNUqVAGFVVYiGwyQSSTxFQTyHcrlGpVLGFyFkGsSaEkRME8/3qFZtbLtKrVZDUVRC4XBg5a0INdenVi1TKlfwRSFkGqRTCXTdpGLb6OKzfXAoQApVhWRTglAkEri01mwqtVpgCQzoukE8niARCVFzXayaTbE4jF/v23g8QdgwUDXBsj0c2w7srwmY+XQqQTgcCfapYjFYGqqz+BCPNWGaJrpp4tk21ZpLtTqM+KBqOrF4E5rvEIvHKVerDA0XgxMOCol4YEVs6CqVmo3vOgwWAztvTdVoTjZhmhFqvo84DoPFIr7noqkakUiwtKCqKbi2jVVzsKxyfaIMyo2FQniKUClblOo24igKTfEY0XAYVVWp1mwcx6FULgexB4ZOPBYnZJrYnofnuAwMDQE+mqqSaGrCNINIfddxqdVqVKoWihqgtvGmJgwtiI2vVKyg730fRVVIJhLEw2Fs36dWsymWivieF+xTNEYobGKaIaqWFTDzpc9881VSiSYMM4Lne/iuy8DwMOIHWGY8Hkc3TBRVw3McHMcK1nEQUFSVaCxO3Azj4WI7bnBs+j6KohAJhwmZJrqhY9Vc8ByGy+Ud5caiMcxQGM/38V2HYrmMY1v//9oy/59O4vvUHI+hYplqqUSlWsGxa/gIogie71OxbGyrSrVSxPXq3LIIrij4nuD5Kk6thuO4BJdnErC+CLqu4ztVarYV2DLX7yyqqoauBRbAnu+iiAS8NsEAwnfRRECCSVvqDDmKEviz6CqKqqEidctnBVXXMTSVkGEQNkP4OCiKCooE3ttKfWAnW+t1B01TUVUFRVUwQwbthVHEkglUJRgUQGBJqykkWnO05TpRFBVN1UANeGlUiDen6cp20BRrwvUcVIXAD1yFaDRGvq2bTLIFXVNRJDCRVtXgCqu5KUVvx2hisXiQTw0scBHB0Ay6Cp20tLah1q2epc5i+75Da0c3nV29mCETXdNQCHh2Q4OmliyTd9mDpqYmNE2pW0krdbtalXxLJ/lMgVA4FITpKKBpCqoC0XCIrtYskaYUKgq6KnXGO2Db0y1tjBq7C6FQFEPX63bCgd7WPZZ9DziW5lSakKEG7aiAqgf2y+N6d6en0EM8FkPXdBRNC8pVIRVPsPukXWnLdQIKmvr5fhshg/auHgo9veiGgWmGCHhtBV1TSWY7GNvRQzLRhKkroPigCAKEQgb5lixdbd2Ypo6hBu2sKIKiBF7yY3snkUi3oukqmhZYgSNgmgot+Q6ybQVURdmxPrCigqopxBMJJnb0kIwnA+tktW5dXrdmTkajtCZbMPTAAhyFejsKpqHTnh9NIplC1RRURVBVJbiwipjEEk2kki0YmoZh6HVWP+iESDhMW1Pqf3B33lFWlWfbv/Y+ZZdT9j69ToMZ2gAjiKLYC4oaFVtsMbbYYo/GFqOJJia+dlFjDKgRlVgAKxoVAVFABKT33ssMU87Mabtc3x/7MDhOvj/eL9+7Vtb7rDVr1pp7nufZT9vn7Htf9++G5HFw24KI7vPjcrkRUFToviB8qheiIICwK/xyC4rXhWgkAdmndvd5YM+63QKCmg5/KAK3eGD9nNfBbrcLiqYjEorC43b08xAICE7AmtvtRjwYhipJcIkiXAJwQFPvcgGKV0JQDcB9YD+KLhyILZC8XmQyfeELahAgQnCE+E5dtwg9GkcqmYbHJcLlqrwREJwYEp8/gNpYHEF/AG7RiTlw7heA2+NCSNNQFU9D8jj5vEVRBESnX1WR0Th4BCLJJMRKn//+jfU/QLb5f/sRBJEBLcRLr7qZb775FSdO+ZZnnn05Gxqa6PP5qQY0DhhxFCe9M5fvf7WVjz47gU3Dj6ffr9HnD7B++NGc+M4czl9GTnxrGo89/iKmsnUM+AOsGTiMP7/1IS7dQE776js+8uQrrB94BHUtRE2P8NLr7ueyreTSHeQrk6ZxxMjRDMeSDGghnnnODXztzU+5qZ38eNZi3vfbF5lKZahpOhOJDCe+NpU7u8iNOXL8399ifcNARkJhRiJRjnvmBW7Z18WdneTH06dz1OEnMRqJMRKN8sEHHuT27ZvYYpKL12/giy+9zpp0FSORKKuqqrlu7Wq2kWy1yc+/Xsi+fQcwFo0xkUjzu0UL2Fpw5J7LNjfzmb++58hPY3EefeTRbGnupFmRk0355HNWZ6sZ0kOsq6rjpsUOItkiuXnDaj702weYiESZjCf48/PPIXlQ9TflzcmMxxKMhsIcMrA/abCbPLjgu6W89ep7GQlHWZOp4m9uPyjps0mOnzCVyXiasUiUx486hkb7Qdu33y3kpT+7mrFQmFXpNP/yX0/zh5WffewpxqJxxiJxnnJMT/nj159O51mnjGU8GmVVJsunftuTWPnuq1OYSqQYiUR43phT+UMN47p1y3nRpZcyFo6wX20tP3v11R51X3jyMSZicSaiMZ590vE9bMtmfMmqdIbxWIw1VVU8CCgmW3ft4+uvTmEinmAqnuSJxxzrLE6lLFm5kNXV1YyEQsymktz59awfjLeDr7z4ElPxBOORCA8ZMqhHv/Nnz2VtpobRSIypVJrN25Z0j2nP9p382/ipjMeTjEXjHDKokfvX7ydJzl27l/MWfctsVRVj4QiTiSTnTZ3Y3a6Z38vnn3mB8Wic8ViMDfX15A+4kzOmf8WqVJaRcJTpZJJrV8/vnspVqzfw94+8zFg0ykgowsaBjWzZcBCzOfH9L5hMpanrIaZiMX477XOnT5JTPvqMd99zDyNh54w0DWmkEx3glFf++ldH3hiOMJvOcPfOFd0kzdmz5/Gyi+9gNBJhIh7n8SecyOaWYnfbf3j6NcZiMcYiEVans1w8x0Fcl0h+8MV0JlMZakGNkVCIE8Y/Q9ssc8WODn67YDrvvPN2hnSdYV1jXU0V2/bvo0lnGd96+13GI3GGQ2EmYnEuWvg1m7tslkkuXb2OD/3uRUbDYYb1EPvU1HLdspUs0JFqT/tqJmPxOLWgzkgoxA//9iJZdoi7O7ev56MPPciQpjOi6axKJ7lr8y7u7iR3WuQX709jPBz9363jd7nc7N9/COcsJ2cuLfG7zeSsxeTf313PVCrL2tp+fPblT7imhVyzk/x+O/n2x21Mp6sZiyV530PjubadXN1S5qp9Fr9ZTl555d2MxlO86rr7uWgHuaFAbuokV7WRjz45iYl4klVVffj9NnJVi8UtneTmHDlh4pc8dMSRTCZTnPW9wd0W2WLZ3FV20M6nnH4244k0hw8fxR10KHZtJPfa5J33P8ZMpop96wdwl11BNtNZyInvr2C/hgHMZKu41jio4W8nuY/kMcePYSZTxcNHHcOOymYv0dH03nLbPcxma1hf378XFjZHsr6hP6uyNfztQ//Vw5YnedIppzCTyfLE40/tYTPpHPWaunr27duPb02a3m2rxBBx6CGHMZXO8MzzzuePS6FIVldVs1//gfx+48Zebffv34+ZdJb3PfjnHjaD5NY9LayqquGoI4/l3t292ct9+9QzmUrzz39+updtw4YCs5kMh484lHvaeuKELZL9+vVjdVU1X37t9V625Vs2MZPJ8vjjR7OrwF6lrm9fJlMZPvnkC71sp518Kmtqajm4qakX0pkk6/rUsbq6jg893HMNTJJn/eR0VmWzbBo67F/UJOv7NrCqqooXXnJJL9vYC37GbFU1a/s0/DjkgWWSDZXxXv6zX3D/jy7spxecy+pslg31Db1iOEiyvqEfGwcN5ujTDu6NStwTf3LmuayurmVtbV0PpDPp7Kvaujpm0lle9vOeOQYskqOOPpqZVJoD/4WOnySz1dXMVFXz51df18s2qOlQplNp9uvXr/scHCg728hMtorZbA3/8PhTPWw5krV96phMpnjUj3IX5Emede5ZTCSTrKmuocGD2PMcHWx6KptlMpPh4aOO7jHeIslhI0YyEU8wk3Vw3wfmskTn/KYyGcZicY4+9azuaz5wvg49fASj8QQzmSx3NOe7Wf15kjtJpquqmEimOGToUO5oLrKTzvlrJ3nksSf+b9fxC/BrPrTs34JP3h0PL4ByqR2ZdBgulxeyKiOU8IGWo8DxCkCmSoDfr0AUBUTSfogEFK8HbrcIxQ80HXEIPKKAYCQIjwxIdsXfVQYahzfA7fVAEATIKhANi9B8gMdFNB7WgLq+GbhdbkieAsomUCwbEF2OpHPEYcfC5RbhUxWgDJiGo5DxCMDIUSdDlryQvG6YJefvCgBVBJqGDkI4nIDb5UYAjuwNcCSKHgJDBw+GSxQRj0e75WRipf7I44ZD13zweKQeUjPCkQvW983C7XGjtqonPlkAcOpJZ8DtFhEPBXrYDsQB6LICxe3B8PoB3Tat8rt/dTVUrwcNtXW9sM0uCVBkFT5VQUz7MQQZqK1JweUW0TfbU2vvBpCJh+H1uKBJHsQSvWkiEX8QiseNhupU73b7OH7ScCQISe3JMLYBhCrjzMa0HjYRwIDqWnglD+KqF+q/IN6GVRmyR0RDTW/9+dCBDfCIIvSAr9dhIoB0KgSPCNSkeiKOXQDOOu1suN0iAt4fMZcrJaaH4BIF9Knqjb8+cdRhUCUFAdXjIMB/VKqqEnCLArKRCEI/+IcygHNPOxei2w3Z5fmXXoOkHkJHrh2peLxbZJquLOWQxoHwyTJUxdNrvC4AqXQIsteDrN5zTARw8nFHQnAJ8Ll+LMh0is/jhVsUMKCuqpetXyrt+O+Dvl6ySt0HKJKTOSybiPeweQA01GfgcbkQC6o9bBKAsSf/BJLHDUmSkQOwerejyPcD0AGEZBUCbWRSkR5z5QXQWFcHyeOBKkuQcFDJ54VzfsO6D4rHjbRPRkdbrnuOXACOHTUKHoFwCyL2Nu8DK9cqA4gACKl+iLThV2X4fFL3ufQCOKKxN4r7v1v+w2/8ImQphWyyBhddcQNcAqDrQQT8CiRZh9sVRFXsiEo6RbuinghC9dVB8gaRTQ+DYAG2AYg2AAvo3/8ieOQwkjWD4SIAEXDZgMdjI508FC5RBeFCMe+4Bsum42tVXVnEYmfAhhslMwCX6eQsFQm4XUCm6mTAdsEbSEIGEPAAZiUKxecfjEisDqJHR9zlHL4DskoTQLZuCCB4ga6DNhuASwC0VB0ouNGRO5C+0fltAPCF+oOiBMMwsfcHESQHbsZuKQ7TtLFsnaNfPhCAIgGwzRBEUcL+zp5b4AAvXBQ8MCwLn8zsqT83ANieAEyK2LRpay/1eXsRsEEUy2UsWLUFPy5udxC2ZeG7FVt72cwuwKaA1lwRb777Y+EkICtRkALmLFzby7ZxN2DRhba2Tmz4kRawDMCmw1aZ+vniXnVhA7QsbN7dijcmbe5lJiXYNjBj9oe9xlugDMMWkMt3ouVHEsQSAEtwoWQS0+es69VuPmeCtoDWXO+xAoAkhWDZxJpNm3sEDwFAp03YNFEsG9jWk+jsyIVdbhRKJlZs6Rmn4QWQ63Q4804O497FI8VBEvv27cOPwykKXhWFcgmFkoVtu3vaCIB0wbBsrNzeU3/qAkA7BNHlQd788SxW/sctwbaJ5avX9ZpnUQ4BtJHPl7HrR1TivABAEB2U+PLee86mCMu2sau55zyLAPa3FmHZQLlYQKnVwqBkzzwRLpcbtmVh644d6DIORlsIAHKGCMNyUsLOXdQTfLa3C7BooGgQqzdvRUYNdJ9LF4Bc63ZYtGFYZXSVmuGCs08FAG4TsE0TpmVhf2szVq13PlIOMPtXbOgp/f1/Kv/O48L/9I/b7WZVdYbP//Ubzl9Mzl9V5NxFnRz/6ndMp7JMJpM8/MjjuHoNuXIXuXQr+eaULUylM9Q1jY2NjVy21uLWfeTireSUabt51gVXMRyOsE9dLe+7/4/csJdc20Ku2EZefeNdjESjDIejvOHmq7l8N7mxzebqZvLBR5/lgCGDGApHOebc4/ji+1O4rZNcuZecsYocdcxhDIWjjMSivPNPT7C16Lh71u4jzz7/NEajEYbCUY695Bp+PpfclSN3dZDX3HgDU9kq6nqYhx1xLP/+xjp2Go4fccfWdtbW9aWuhxiJJvn4ky+xTCczWL6dbBjQxEg4wmgkxltvuogL16100jY2kxMmrWc0nmIwqDOeiHHcm692p437+CuypraeoVCU4XCEF119B6fPcx41N+4gn/3by4xEotRDMSYSWb77tgPk6SS5e81SplJp6nqE0Uiczz37IlnJIESbvO+++xgKOUyd+j597ru4CgAAIABJREFUuWjlPHZVHnFfmbiOkViKmh5hIpngE+PHcd0exzUxfQ550dX3MhxOMBqNs1//fpz25cE0eR99+Daj0Sg1PcpoLMtJE+d1P3IzX+K111zIcChKPRThwH4DmM/nul3qDz/6PDU9Sl0PM5FI8I9PPsHV25zH+ilTyzxm9GXUIwmGo2lW19ZzyodOPYvkX16YwEgsXmEtJTnhpVe6H+eLezcxU11NPRxnUAvxxl+exUVLP+v2Tj8/4ROGwnEGgiEmkgne//Afutv94DMyma6lFooxFE7y2OPO5LtTHBJQWxv5z2nvMhZPMBSOMxRK8PnnHiUrrgAaZLammpoepaZHePHPTuC0ryZ3uyn+8ur31EJJ+gMhRuMJXnzxNTxQZswha+r6UgvHGYmmOPLI0Zw0aRdJslwiF33zESOxKPVQlKFQjE8/8UB31iiWi6yqqWGw8h7skstP4KdzPux+x/PiK7OohVLU9DDjiSRv/c3vaFXG++40Mp6sph6KUQ/HecyJY/n2VMcHtWoD+cTTf2Eo7Oy5UCjNF/4ynqTj2ti+dj5jiSQDWpi6HuEtt5/HVZsXdru47n7gLmp6lIGgzkQqyUfGPc5Spd/nx89lUI/RH9AYCic4ZuxBDMVHn5HJdBUj0SQ1Pcbhw4/i31920pQOP+p0TnjxRQb1MH3+IIPBEH9///UsG2SbYXHlgpmMJOL0+TX6AxEee9IhfHTcEzTL5P5t5B133UyfT6OqBqnrUR53yrlkkbRM8unnltMfiNDvD9Hn09mnbgD/+MfH2LmfnPbRbv7617+nX4vQ5w9Q9QX5k7EjOW9eiYtWdvCjV8cxqAf+bVfPfzSd07aJjrYcprz9B4RdNyF+2AloXrsY38//GPl8J2yb2Lp+FWZ9+gYGnHoxzPZd+G7uJBQLBRiWjX07d+Pdt1/C6adcjU73LixeOgerl86HaRho39+Kjya/gePH3gmLW9HV0on5334Fo1SGAAGfTZuNw05fjT7VabS3bMcXX83Avt0tsIwSln23ESX/R+hXdSg6u1qxeu1erF+/DbZpwi5b+PTTaTjh0EMBVcbG9fuw+NtlKBXLsAUBSxbNxd9fuReXXXo6dm1txdeffYGutjZYALZvWo+XX/olosF7sXnHDmz4fgHaW5phEnChjFdfehzp6noUxDxWfD4Dbe0tKJXLEEhMnToDmzpknH7audi2ZCG+XrgGxWIeNC2U8sSrE6fAjxD2t+zGvHnr0ZHrQKlUhCAImD9/Flzi/VgxL4Nlq7dh0dJ5KJZKYOWJ5bnnrka+5SJsybVi/hefId/VBdOyQUvE8+Mex+plSxGrH4gN8+Zg3vJFDlERRMueIu773dM4+fjT0bFnGz7750wU8p2gbQGmCy+/9gF2bBOQCJiYt2ALlq9wgmkECGhpacfLL96IHSuasK1tP778/HOUiiVYtg3YFp587Hqs//Y4CJk0ln0zF/OXLkSpXIJLFNGyZxeuv/lWhINRdDbvxay5c2EYRdgQYFsWXvvHFKxesRMSOrFixSZs27nJkaDSUa088/hYzPkoiz2dOSxcvBTFQhGWbUOyiaeeeASb16xBc6mENQvmobMjB6NsACDe//A7LN/yLEYO/QpbV67Gyg0bUCx0gbCR7zTxznsfwWrNoWTaWLRiAzq72mEaBkQC69cvxbgnxuDzTwaio70d6zeuRr5YhG1a8LjceObJ57Gv2UZ7qQvrvp2HrnZHIiwKwKyZa7CxeTxmN32P7evWYdmGLTDKDoa61GXiuxWLcd9tt8PySFi2ajva2lphGBbKtLF90yo88+T52LzkRKzcvB1rNq1GKe+M1+Ny4S8v/B3FfBj7jQ5smP81OtrbYJkOOXTm56uwqfmv+OaIpdi+fCUWr9sEs9wJkrBNE9M+/hhqoQDTJeC77zchX+iEZZYBiNiwdjGef3osFs9uxJJVm7FpxwYUy2WHiim68NyTf8buTZuwp5jHivlzUch3wTQsWAIw9Z25WLb6PvQfNBQ7lyzD0nUrYRrONec7TEx8/T1sW7kdha4OLFi4GKViHqAF07KwbOkCXH3BRTDcIlZvakZHhyNNBm3s2LoOTzx2G+bMOhS65MKjTzyFcrkE2zRhiSLGvzIV6zbZyJdy2LhyCQqdXRUiqYGVS7ZhV8ub+Pqfs7F7+07sad4Bw3Dybtm0sGrFQpx64gkoWCZ27G2GYRRg2w6Fs6NtL8a/+Ay++Ogj7GpuhWV3wSzlYdmOF2Pe7DW4adNxMOwS9jfvRrn4r5/U/jvlP1rHLwgivZIXiixDVYNweySUSwWUSnnkC3nQpsO7CGjwSioMs4RSsYB8Pg9WdMiBoA5ZCcK0CigX8iiUiigXixDdbkheGQG/BgoWaFroyneiUCwCAiDLfuhaEBBFmOUSurq6UC6XYFkWZNkHr+SBT1FgmiZM00JXVwfKhglRcKRbfkUGRRdMw0ZnZztK5RJo21BVFbLshSQHUC7mHd17MQ/btqAoCiTJC78vglIpX4kPaIdpWnC7RPh8PvgCCZAllEsF5HI5GEYJhACfokJVfRAggraBkmGhs6sdtk24PF5oegSaKqNklFAqmmhrb4FpGhAFEYFgELLkhcflRqlkwDBKyBUKTio+twcBnwRV0WFaBoqFAto7OyoSVcDv98Hn02CTztoYJvJdjl5b8noQ0CLwuj0wzTyKJQu5XJvDZPd6ofl8kJUAbBZRLhPFYh75fB4QRcheCVpQgdstw7SJQmcnOvNdsG0nmEYL+iBJPgAiCsU8TMNAZ5cTJOf1OuMV3R7YZheKRRtdXQ7P3eWRoAcC8Mp+wC6gULJRKuSQLxQBQYTk9SKkqXB7FRhlA/l8AZ35LoCEIAoIaQEocgiGVUC5VEJHZyds2wJtG8FAEF7FD68ooGSUYJRN5LqcHA6iywMtEICqyLBholiw0JFrhWk5Wu6AqkJSvZAlP8qlMkqFIjrynXCY+yICAR/8vjhMowtFw0CuswOmUYZLdEH1BSBLEnxeGbliJ0zDQq4rV4n/EBE40C9tmJaA9vb9MCth/z7JC0mR4fUoMA0DpbKBjq4cUKmrBQOQFQ2ECaNYQEcuB8t2vjX6gxpURYWLNorlEkyLyOVaAQgQRBFaIOjkHwBQLBnoyLXDtG0IEBDw+eD1uuGVJJRLJgyjjI7OHEBHshv0+yErQdi2iVwuh0KpCFYwyAG/H16vDLdXglEqVHIFdEIQHGmn3++H7PHCpIly2URHR7ujt3eJ8PmcOBoKhFEmOnJtDpqbgKqqkGQJHo8MwzgQW9Dp9CsICPp9UP0xmCzBKOSR6+p0Xi6KAiRJQUBVIQgiSkapck/IgXAw0n6/H7LXDRtEuWSjs6vDCRyDk6vBI3khSSqKxSJs20JnZw6oyIRVWYKshmGxDKNUQr6QR7n0v1jHLwiAKIjQ9AhGHjcGJ59xKfxBHZKkQBREuD1uyF4vjjrtQlx86U1obBoFRfXD5XYDogivz4+Rp/0Ut97zDI4adTIC/iC8Hi9ElwteSYEeS+LXD43DeRdciv6Nh0DyynC73XC7JfiCQVx76z344x+fwcijT0ZAluF1u+FyueELBDDihBPx1HMv4owLLkNtTT94vQpcbg88koyhI47EhFdfwYvjX8bgppFQFBlujwSP14t+TYfj5jtuxtRPvsLJp4yFrunwKiq8koI+A5tw+bXX4fPZq3DVjTdg2JEnQFV8DoBKUnDGeT/HV4uW491P5+InZ12AoF+DLKvweBU0HX0+Hnv8RcxetA5X3XgzBgw4FJKsQpJVaFoUt97xG3w6dxEmf/4BRh39EwT8KiRJgeoP4ryfXYV3p72FrxYsw1ljL0bDgMFQVQd05/P78MK4h/H9yjWYNGUKjjp2NHyKAo/HC7fsw/W/ugOffDIT/5yzDOf99AqkM/XweL3wyjLi/Yfhby+8jm9XrcXf3nwJQ4ceB0lSIMnOB+51t92Nud8twxczp+GYUaORTWYgKwoUWUEkVoWX3xyHxas34rnnx2HQwGGQFQUeyQOf34/7f3MHvnnrA0z9ZBqOP2E0IpE4vF4vPLKMTGMTXh3/FtasX4vpM6Zi8CEnQlZUyJKMcDiOx58ch40bVmHJyvk47dRzUF3bAFlR4fcHUFM7CLO+/QTr16/HG5PfxmGHHwlZluHxeuEP6nj0qd9i/cZVmPX1tzjj7PMQ8Pnh9UqQFAXHnvkzTJr4NpZu3IBf/urXGDRoFGRJgSLLCAR1/Oqee7Bm01p8s+BLnHDCGOdmIMlQFB+OGnM6/jHxSaxfvw4/u+oaDGlshFdWIEsy3JKCX1z1C6zfsByfz16Ek8acBr/Pqev2Shg0fDQefvwFzPlgGq689hr0rR8MRXZgeLIawCVXXY3Fa5ZhxjefYPghR8KnqvC43PB6vGg8fCT++qe7sHnDJow973zUN/SFoiiVIEUVF5x9ITZvWItJv3kYIw4/CrKiwuPxOKKB/sPx6wf/gC///BTOHHs2sqlqSJIMj8cDNaDhrMuvxDffzsSrb43HwP7DoCoKZI8XkuTF0FGj8PgT92HWN1/jyKNOQCaZgkeSK9x6Hy664EJsXrIBf54wEQMbh0KWnOBEjySj/yFH4pFHn8YbH87C4Uceh5Aegbtyrn0BDZfe9Ct8PP1zPPT4b5FNVcMrSc5cSApOOPM8TJ/5Md5+71UM7N9UWVsJHkVB38aBuOGOX2LmnO9wwkljkE2l4ZUkeGQFHkXBGWefjy0r12LCpKloOmwUFFmFx+uBx+1Bn4GH49RzrsaHX87B6WPPRzyZdc6I2wNJ9ePYMy/D59M/xsv/+AuGDB4GSZa6982A4SNwy70348vZy3DWuRdhUNMISLIMjyTDKys49uzL8NW8zXh98nSMOuZkKHJvotR/u/w7fqL/6R9RFKnrYd559585bXYzZy3M8ckX3uP551/FoOb4Aw8ZdgQ/mtvJeSsMfvrNLv7yl/cyFI5T0yIcPPQIfjy/i0u2kbOWdfKB3/+FRxx+EvVQlH3qG3nfwxO5bCe5bAv50exdHHvGpRXfZpS3/OpxrthBbm4jv16d4w3X/IrVVfXU9Agvv/pOzliS4/Y8uWCzwQ8/28rGQU3UQwkmkhl+PHcP20xyW46cvajM0aeewXgiw3g8xbc/+Z67uxxu/ro95HXX389sVR2j0QT/9OKH3LjX8afuzpNfLyXr+zYyEokznqzhzCWOn31nZ4HNXeRRx1/ASDTFWDzNSR9UZKC2zS6SH/6TTKXqGIuleEjT8Syb7JaMbdtONg4+hPF4hlXV9dza7NQtktzVRi5YtIGZTDUTySxHjTqZBtnNqG9rJetq+zMaTTJb3Y8bt5Om5fjhTYv86/i1TCbSTCSyvPyaB8lKu2WSn88i0+kaRiNxDh50GK2K/s0muXc3OWXydMbjaaYztbzyqrtoVWwWyW2b25hOVzESTnDAwCbuaztYt7NI/umPbzARTzKeyPIXtz3W7cc94F9OphyM8WGHHccflpZW8u3JnzOZzLCmqp633vJ4D3tHjsykM4xGkxw4aDBz5YO2EsnGQcMYj6WYTFbx868O2sok3//YZjJZzUg0wcb+h3TL/SySzfvJpqFNTCTSTKezXL/boM2DksC2HFld3YeJRIbZ6j7csqNn201NRzEeTzGRSPH1KQdtFsl/fk4mklUMR5Ksre7LAtm9hs17ycMOO5SJeIqpVIYzF67r1jBaJLdu289MuorRaJLpTB8uWn2wz84yOWjQMEYiMcZiKU54s7Vb126TfGdKC5PJKsaiCTb0bWSHVcm3QHLZcrK+bz0j0SST6Wp+t2wzWbmm1g5y0axvGIsnGIkmWF3bly3b2L13tu3IMZOpZigUZSSa5KRPnFkqkOwokX969D1GIglGInE2DT6cRTqs/gLJ9z7ax1gsQ02PMp2p4fp9zljabXL5OnLgwAGMRuMMhyOc/Nkc5ktOvf05cuF3yxiPx6nrYSZT1Vy6zBlngeSmvWSfuv4Mh2OMReP8y8tb2VVy+s2RfOHllQyFE9T1KDOZWq7c5Yylk+SCpWR1dS0j4Tg1LcTX35vBf3yyhBv2kvvy5LyFqxmLxamHoozGM3z9o3a2G+SOvMm1u8m62vr/3XJO0eWCFgzj0mtuQzITRiTix4jjTsLNd/4BwYCGYFDH6af/FDU1PgRUEZlsEldcfw8ikShURcFhI49G3z4qghqQjPlw7qXX4/Jrb4SiKKjv0w9X/OJn8PkBPQLU90/ghjtvg98nQ1VlXHvD9UikADUI1NT6cf3td+KIo46Eoki46qob0K/BD1UGUgkRI0+qwpk/vQKS5IbPp2LIIXEILkDzAwOHeXDdbX+CP6BCUmUcfuQQKCogeYFYHLjh7odRle0DWfJi9In9kIw5ki5NAYYMAU469STIkhexaADDhzoyzrhPRkAFbrjlPMRjOvyqhLPPdB7fgoIAGcBJpwDDRgyCJHtR3y8Dl+ugHCyRAS67/AbIsgi/34dsxFETSADiGtA4rA8Cmg7JI2D0mNFw46AMTdOBww8bAVWRUZXRkMkALtGRorlE4OqrG6BpPvgUL04+oT9QadcD4IRjgUNHDISsuFHfNwuxoo8TAMQSwNnnngifKsHvk3HFpT/HgThqEUC2RkMikYI/IGPokL6IaAfr+iTgnvsugd8fQCSk4orLRh3cQwDOOQ3o1y8BSfJg6OB+PfZYWAfOP/dkyIoHPr8XN15zQQ97wA+EI0nIsoTGxnqoP0BSegH85IKx8PkV+HwyjvkBtdkDYMzpAvo2pOFTvKipS3XLAUUA4RBw7XV3QZE9UCQvahLuHkRKnx+oqq6GxwNks1Fk0z3bvvy6nyIQUKEoCn56zg/ODIATTgYOHd4AVXEjHotABrrXMBIDbrr995BVGR6vC0cNr+9+7hcBVGVDSKWz8HiAaNSHIf0P9unzAJf8/AIEAipURcZlF+twwdmvAoBzzwmjb30cXsmNeERDwAmIhhfA4EbgoksvgCx7ILkFDBtcA1SuSQ8Aw44dBS0YgOQRUVebhD+L7r2TTfsxZGgTFFVGMODH2DHOLMkAAl7g1rvOhj+oQFU8aBzaHxIAtWI/7YwoBjRmoCgeBPwKaqLOWIICMLAeuPIX10OW3PAHfBh2+CEoe5w+g35gyIjB6NswCKCFPvVpVA92lDUygFQMGHnsKPhUGZLkxSU/q4LpdfqVAFx05UCk0mF4vSL0gAot4fxdATB0CHD22NPhkV1QVQUDD23AmDFDURUDVAVoGtYfgWAQbpcLAb+EIw8PAiLgU1xIJ4AxY3ti1v9fyn/0jd8luhHUNAiCFx4ApgWoLj/cqoZsdQ08bg8GDm6C1w24ZUDyALY7iEGDR8Lt8WDo4MEQPYTLAiTZ0ZgPajoRbreEIQMGwysDYiUtmy8gIF47AqoagtslQQ36YFtObIBgAXIshTN+cgu8HhmxcBXodWihbogwy8Cpp14Nj8uDqB6H3+1saBGOZHNo0xAMH3o8VG8AXtHVjf51A6jJAGdfcDlEUUIq2g8eONdz4EZ70WX3wuP1Q5FikOAcpAO24469EMn0CIii1AORK1baHtp0PQS40KehJ4fcDWDUqGuha1UIhTLdN5yKuhUSgOEjjofHq0ERemuGz7/0Rrg8Ctzu6l7qAALQ9UGA4EV9/bE91xPAkENuhNcTRlVN/17tigDCkRqosgbF1Zs5ftpp50IQPPC6B/bSn1sAvN4gBNGHAX1G9bCJADKZMXCJKtJ9enPzBQABXxqyEkPz3upe9mNOPQNujwS3OKDXgbnrlw9AksMQhN46CQFAfd9LIAgepKoG9LKdOPoShCJ18HqDvebRDeC0cy6F1+OHx5XuFS9x+7W3QFVSIHtr4j0Ahjb9EgI8SCb79LKfetoZSCb7QvIE/qW645yLr4TH40NQjfWyXX/VvVDVBARR7LUGIoDquoshCBJimYbucR4oJ578CHy+GCRvoBut/EPZZtPwUXB5fJClgd3n4EC55pZ74HYrEEXPv5yrYKAaNjzo27/3Xh/Q/wqIghtBfwzWD/oUARx1/K3wB5NwiwrqNAU+4aDNA2Bg0wiovhBy7aIjSa3UlQBcePm9gCgBghvtxkEdvwdOLg5Nb4Lo8iIUqkLgB+26ATQdehu87iBEl4JMMAMFQJfltG8IwJDDToHb5YFNBYLL+VKlVNo+6qTLe63Lf7f8h9/4BcA0UGoXYIoCbNGGaRXhggC/5IUAG3vXrEDRBExbdNg0III+N2zLwPbVK2AVBZThMGdcbsAq7oELJrZtWIFSM2AJjl6eZaJcbIZtFWGaZezbuQuC6GCeywAEq4RC1ybYloFtW+aA+QLKAFS7jF27yyh37oQFC51dbdi/wyEyOqlNifb2Iva3bkep1IldK+Y574PgbJR8B7BhzVJYNDD/kw/hhnNYDmyihfNnoFzuQntuD7xAd4IKG8CaJV8jn9uOQrmAXbtae+B1PQCa93wJ0ypj7uJZKHW1dtssAGu3f4B8qRUtLVvQvMbhzQo/aH/T9jUol3KYu2BSr3WZ/+0sGGYBe/at67WB3AAKxR3Il7owafJLveru2vY5SmYXlq5cCOQPaszzJFDqQGexDZ35dkz77IFedVdsXgHLMrBly5xeNhGAaRVQLBfw5sSXe9m3b/sWhlHAl99+DBR6atvtjm3IFfahtWMvJr5zW6+6qzcsR6lcxNq1M3rZJk5+G6VyJ/LFTnSUeurEPQA69s+BaZlYsuZ7oK1n7MLCFe+is7AfXcV2rJnVm/X/3dJvUTQK2LtvfS8G/eQ3JqNQ2o+yWcT21i3Aj5T+u3dMh2mVsH7HGmB7Tzb+x59NRUe+GcViDos//bJXv0uWL4RllbG7ZVevm+znX3zivNg2DGxv3tyrbrFjIQyzjM07VsNq7Tne1RteQ6nUhnypE+u/mY2FC3oGAmzZvRmWVcau3Yt78fhnzZwO23KS0P/4Q9ADoJBvhmWWMXf+l4B9MKhFBNC89xtYloHm9r1oW7Ggx55dtPw15IttKBY7MW3ytO7zd6DvLdvWoGzk0ZHbCz97avU/++wtlI0iypaBVctnQDGcQA6zck259g0wDAPbm7dg6SdfdNcTAHy3dAJK5RzK5TymTXwDRrvDCnLiHcrYsnMVTLOMYqkdi+YtAuDch8oAvpg5ude8/7fLv+Mn+p/+cbndDOpRXnTVdZz2yULOX2Xzy++LfG3yUsaTGep6hLX1A/nBO7P4/VZy3soufvxVG9MVf2AyU82J4z/gpi3k91stTp9n8MKrbmc4FGUinuKY08/n+u3koq0Gl+4mb/nVo46WWA+xaehwLtpArmkj17eSd933LOvrG6lpIVbXNfAX9/yemzvIde3kpq3k8EOGMqSHGQ6FefLll3P9jnau6yC3bbM5+oTjmIhEqOk6hx53Iv80/gXuK5B7mg1ef+VVTCVT1DSddfX1vPmOu1myyeYSuXTuQvbt00BN0xjSwzz95FOZ73LiA9Ztz3H4kaMYj8cYCUU4bOihfOyZidxKcqtBfvrdVmYyaYa0ECOaxktvu5vNJrnXINduM9ivoQ/DeoihoMaRp53OVz7+mDmTLLSSrzz/IhOhEDVdZzyR4O133kPSwUnM+fBDZhNxxnSNYU3jmaPHcNo7H7KL5JaN2/nQw884vBY9xHQ4zD89PYHFik/10+82MpFOUdd0RnWd5910Gxdv6WCB5O4W8re/f5DhUIi6rjGZSvKlN8Z3+3KnTRjPZDjMaCjEeCTC6666lus//ZQkuWXhAt56zY2MhyOM6iFWRWN869Up7CC5pyvHJ//2LiPRCHVNZ0TXedYN1/Ortfu43y7zq2XreMkvr6GuaQwGNabTaT7x/Diy4o/9+wvjGNM1hrQg45EozzrtLJLOe5jVX89iXVUVY+EQw0GNhzYO4qPPOLEWOzuLfPPTGUwk44yGI0xEYzz9F1exmC9y6swF3Nhqsl99H+pakHpQ48BDhvP+P1cwFsUyP3ltPGO6xmAgwFhI41knOWkDSyQ3fP8t+/ZtYCQUoh4McEC/Bt75qPNuYkenxQ/nrWAqnaCmhagHgzz+kstote6lSTJXIAc39mM0EqEeDLL/gEH81b3O+pLk7LcmMhkKUQ8EGQvpHHPCiSQr/v+Vq9ivvoHRcIRhXefAAQN535+eYY5kS8niu19+y3gy4cSdaBrHXHExywWTHbS4ZHc7+9RmqWkatWCAjSNH8pEnn+SBQU0Y9zyjWpDBQICRUIjnne0wotpJLvz4fSYjYUa0IPVggEcccgjH/fVNtpJct2Et7733T4yEQwwGgoyHQrzw7ju5j+TWUgdf/2w+o/EIg4EgtUCAw0efzJ0bVrCFNudv3s8+dVlqfp/D76qp5eXX3MBcJ7m3eT8fuu9BxrQgfarKUMDPo0ceye0t5KKWIt988QXGdZ1aIMBgIMi6mipe8ut7uWx3gV/O+Zq3/O5ZBrQg/T4fgz4/m046lfPnzObSrWv4/PtfM5YIMxAI0OcPMJ1M8fQzzuL3Szfy3amf8de33ETN76eqqAz6/BxY34dTZ6zi1G/m8ckHHmIoHPm3ffz/0XJOURTp8UjwB1REE1nEo1XItexGW1cH9u7dDdo23C4R0WwtqqIZ5AvtaGltw94922BZJkSXG6FYAolwBkARba3taOtoRT7fCVEQoKgqkskauFwmikUDrS0t3fI7SfEhHolC9cooGkW0tbciXyjAMA14PAq8ioSkFkKRFizLRuv+vSiVyhAEEX6fCt0fgOB2o1w20JFrQ6lUhkWHKqkqXqhKCIZZRGe+E/lCAZZpQ/J6oKoygv4oiqYTi5Brb4VZLgEQ4PP5oAcTsAUDhllGZ0cHSuUSbNuGT/FBUf1QFQVFw8HrtrY2w7RsiKILWlCDqigQK8lsWlv3wTBMUAACPh98shcejw+GacAwymhrbz2gVIOuBaGqOmzBRrlRrQh+AAAgAElEQVSQR3tHO8qGBVEgAv4AFFmFyyPBKOVhWI58zrIJr8eLQECDT/XBtMswSwZa2/fDqlxTwB+A4vNBBGHZQCHfiY7ODrCCktYCKrySHyZtWMUC9ldkeQAR0oLweCS43F7nm5FhItfeBkEAPG43AnoEiiTDMksoGRY62lsd2Z7LjaA/AFVRABEwSmWUSiUHGQwH66trfsiSDxZslAsFtHY40kiX6OB3/YEoLLsE0yijPZeDUSo7WF+fH15JgSJ5YdgWTNNER3srLMuRgvr9fvh9flAArMpclA1Hk63IMlRFgiwHYRpFlA0T7bkOWKbhyD39Pvj9EQiCDdMooy3XgXLZibVQ1AAkyQNV9YG2iWK+iFyuDaZNCKIIvyJDCwYBQYBh2sjl2lEqlmCTkCv7UVHDsMp5lA0DrbkO0LIgiC74VAWanoBpl2CVSmjPtcMwDICApKhQJAmq6kO5XIBtA21t+0ECrMxHQJVhQYBZduScJdOEAEc66VO88Hp9MEwT5VIJ7Z050DKduVJV+INx2CzDKhfR2tEBqzJXPkWFovohukSYpgHDspDraAcqCORgUIMseUHaMMom2jvaHPy1IEBRFPj9KiC4YFbm2Cg7MbNKRdqqyD6YluVITDvau+WcqqrC7w8BsFAuFR1MuOWQeRXF5yiHZNm5pnIJuZyzlwUBUGUFPlUGBRcsm8jlHJm2AMDr9cDt8TpjooV8ofADGakIRZahKH5QsGEZBrryeRSLhX9LzvkfHcDlFMIygf0tLSh15VEoFmCZJdiWDZsO4rWjtRk7S0WUzBIKhSJIG7ZNQLBQ7OrCPnMbRNFCoViGZZZB24YJolQ2kGvfB1EEyoYF0yrD+SB00q0ZRgFF20JHKQ/DPICMJUgbtGzYlomS4QR40BZAihUirQiXywvLtmFYBtwUUSBA2g6mWXDDtG2YtgnbEiBCqLiFBAiCG6bt4KitUgkChEoyDgGiIMIWbJCEZTqOHUEQ4BJFUBBQtgz4IcO2DNiWAUCEABOAAAqAX5ZQMA0YhbzDfgUcvTYEuN1eiKIIy3bAR4QAAYTL5YIoeiCIHtAqoVwuA4LTrjNWARYEuEVHu22WUMEjC939Sm4RZklE2bQgii7YNh0orSjAJQhwCSKKpYLzCF4JogKccHm36IZplWDbwAEHmSiIgOAGXB5AFCFAhG3aEETRYdALosMrEl2A2wW7UFlXQXReuogVdDFtlAm4BOGg31cUKzI8N0yj5OB3cQBHIMLtcpwBouiCYAsVhobguOcowhIEuF0ulC0TlmlXMMVO2y5RgCq6UKKFsm1CEFwATGfd4ewbm047gn3gC5lQ0ae7QUGAILhgWjYONOxQhQkKArwQ0Gk42HHRSSThxFuIbkiiC0ULMA0ncY8znc7ecYke2JaFsmXBtCqDrcyVILhhmUUnXabNynwIsJ27O+AS4aINUoBtOnvNphN4JIiAJLpRsm2U7Mo80cFjuwUBAkUnz4HsgVU2HK296KrsOw9sqwTCBm2AldgBQRBAUYQBQBVFmBAhWM44D6hVSMALAeUDZ7WyAPaB9RXcMG3CtEy4BKBMB53sEI9F2GR3bAYrIHERAgTRDdu5GIiC6CDVf5gsVQRcEGDYduVanbgCyzJhCwJklwRDIMqGAZerso4C4HF5HFw2gLJpVG4zB84gQDiId5cA2ML/DyYz/rNdPaIo0ucPcNjhI3jT3Q/zlYnfcvRpYzmocRiDQZ1+f5CRWJzX/Oq3/OKfW/jIf73GESNGUgvqVFUfNU3j1bfew3emrOXfJ37Fk046kXW1dQwENGq6zsNGHsp/TF7Jt6cs5r2/f4aN/QcwENDo9+scecQQvjtlGZvXkuNeeY+HDRvBdCpFfyDAESMG8PrrrmJuC/nGtCX81R2/ZW1NDf2BEPVQiJddfAl3bya37CYffXIihw52UA9aMMhTjjuJb0ycx5Yc+cqb83js0UczGk8wGNA46vCj+NwzU7mni/xo5n7e/8cXmE5nGQzqjIYjfPihZ7ivk9y8jxz/j6/ZOKiJkUiCoVCYV19/Nd+etZBmgfxs7kY+cN8jjMdS1LQQE/EY/zrxH6RBGgVywksfcPDAPtT1EEORKB/67R/43SLnqfvD9xfz19ffzGg0Qk3TmU1n+PEHjrau0yIfe+xvTKdS1PQQI+Ewn37yH9yw06k79d0vefmlVzAcijIcCrOupg8nz3Qa7mwlf/fAY0wl0wxqYUajET7/l+e4ZbNT9+XxH/DnZ5/JcDjMcDjCIYMaOHumAz9o7iDvvfkuxmNxhvQQ45EYXx4/la15R5r34nOv8pSTT2Q4HGU0FmO/vnX8cukyx4tQJP/48FNMxJLU9RCT8TinfvIhOyq0yffencEbf3oBw5Eow+EQm4YO4MKFjs0k+fRDDzEaizIcCjEVT3LS67O78dYT//4ea6prGIlEGApFeOOtN3D6kpUkya8XrOFv7rqH8XiSoVCY8XiUzz79RLdLZcKENzhsSF+GwxHqus6rzz2HMz5zNJszv1zN+2//NePxhOPqiUQ57qnnuqHPr748iX369GEoFGUoFOZFF57BVz54jyQ5fcZ83nrz9YzHYtQ0jeGwzrtu+mV3v+OeepYNdbXUtSC1YJCjRx3Dd153EMmT35nB6y67iuFImMFAkJFwiHfdcSsLFbrnw79/hNlsxnEhaTp/8pPj+ORLE5zxvDGZF5w/luFwlMFAiCFd423X/5wkabeTd9xxG6uyWQaDGoPBIE89+ihOGPcaSfKJp1/k2WNOoa5p9AeDjIR0/v6B37GjRG7aU+AvLr+SkUiEwaBGXQvypxeewfHvzyCL5AMPPsSjjx7JYDDAgN/PcCjABx99nrTJbRvIC84bw1AoRL8/QE0L8LJzTicNMt9K3nrzLUynkwwEgvT7/TyyqYl/e+YlFvPkM+PG84wxp1ILBqmoKrVgkHfddiM3N5P79pA33XQHI7EYA4HKPI4+mr99+jmyi3z4qed44knHUQtq9Pn8DAYDvPLS88kucsN6kzfddDOTiaSDvtB0HnHIMD73xARuayafGvd3nn3qaQwEg1RVlcFAkNf94kqu2EJu2Ebedfd9jEb/l2OZ3W4vk4ksJ3+0mXNWWVywlpyxqMBJH+1mdU0/JhJVPO2UC7hgfYnLt1hcvIV866PNbGhoZCKe5sgRR3HJVkeLv2YXuWA5+fJr05lMVrP/gCH855ebubGVXNtMrmkmZ85ezWQqy1gsyclvz+beMrmty+C6FpPrljfzpxdfy0Qiw4cefp5t7WSzZXNrl8k9HeRjj/yNiUSaVTV9uGNHji22zf10UKrvvreC/RoGMZNKcfnydSzR8Ze3kFy+hhx19GimEilOesPhrRzgdu8nefsdv2MqmWGf2nqadHy8pUq77783jQMHDWJVtopdrRUtfeWmRJJnnnkWk4kUhw05lMs3Oqf3gE78mcdfZXVVDauqqg9W+EEZMvgQZjMZHnf0sT3QvSbJKy6/kVWZGtbV1nXzYX5YGvr2d5DAl1zRyzb27LHMZKrZ+H+4e+8oOYrzC/R2nrSzk/NsVM45ZwkRJIIMmAwmY8A2JtkGDLIwyUSbDMaAicYYTDAYkzMyQRJBICShrF3trjZO7HTfHz2stBr8i8fvvfOrc+bsTt+uqq6qrurpr+53v2EjvyMn2VDfyGxdPX981o+qsIljpzCbqePI4SOqLtk0yIaGQWxsaOZlF102ALNJLpo/h6lkipMmTPnuehubWZfJ8qLzLqzCJk2cwVQqzeFDh1bVe/1Nv2Nj42DW19VV5SuRnDdvDtOpDEcMHlqF//GOv7KxvoGZdJrM7yuuTM6ZvR/TyRQHNTXvpfTvpPsffIwNDc3MprPs21XdnkMO2o+JRJqN9Q1V2It/+gebGhqYTme45euvqvAZ0+YylUyxsb65qr2/ufkO1tc1MpPOMt82ELNJTp06kYl4gg0NTVXlLr90OdPZOqZTafa27xE5vvX3j5IkhwwexlQyxUGNzVUS1wcuOZrZukGsy9bRNvZEPjBJ9pTI+rp6xmMxjvkOyefpM6YwEkkwm63ui19dtoKpVJrJRJIfr3y/3yfh23t+6JBhjEXizGYa+usjnT2eE08+i/F4iol4kuvXlvs1mnJ0xr55UDNj0TibGppolZ15+60byJmnn8lYPMF4PMkXX3yDhsV+TSuSbGoawkgozEQ8xY3bKjLRusGWPp0nn/7T/+M8flGAIInwRGrgkgFbIjweF1JpH2pqfRBEwB+NAG4ViiZCtMqoH5RFPJkAZRG1oQhkFbAFghJguYhEUz1EGfD6/PAnwxAEA6riRIRyx7JweTwQZREM1KBkWnDJEtxuCWY0jFHjJwMikcim0SfCMVXIAiyXhcGT58AGIQmAGfFBFgTIAAqmhcbxg5Gpb4agaHCnMyjDsbHJALwxYuLUqZBkGb76JHJweMJa5TNh5kRIkvN6W4TDiZbhyMYOmjYJkWQWFESUXBUufQUvAxg7bYFjLw0EMKLR0eYV4LAOxi9YBH8wCklRYe9j8LMBDBo+ChRlaIHggMDmEoDpi+ZA1RRIsobiPmNWBhBNJSHJMhKNDVVjOm7WgVBUGS5vbRUGAMFwDLIgIJAcKEXcqwMzFs6HIImQ3e4q1UhTBrweFSQRHVSPwl4nCABGj58BVVURCH53vV5fDURZQjBRX4UNnTYFiqZB0lxV9Q5fOB8unxsQlSqMADJDJkKoeJHvm5pmTUNNNAlJVlDyVHtjTp4zE6KigYLTr3unqfOnwVvrB0QBvlhVVoycMqcSVaxatHnEgnnwR+OQJQlifbaKJTN1wVyIggChoiS7d5p7wFy4fC5QAOTAQEwAMHjoaIiyBE2rbs/0A5bB5XZBlEXYkT0SyeeeegwAINPUBAoCoFb35ewlc6HIdMIxVujSQOV+1wBfjReiLKEmNPCi1raZGDdhGkTZiVKXx0D+0/SlR8Hlc/qRjU3IwQmI/q1BpX7kSMiKDAhAC9l/XSqAmfvPh6rJEEQBRlBAWwXzVupoHjYKEAHF48XXgpNHqWDjFx0Gze0GJAnFUAjrukr9vhZlAI1DhkGUZViw8XVPL/SSDlUQ4fUpmLpoblXf/nfT/68Xfs3lgUt1I+ythSCL0CQnxJ7X7cHsmUvgUlTUx7NwA7AFQFA0aLKIZQeeAI/iRiqYgCoDok24FcDnEhCoTaHW5UHC5UVC80HVFCd8nWnD4/Ug6a2BV3FhdGI0VEEAFQFCRbP/2NlHwa9qmJQZCUlxFmiv5IR3nNk0BH7NC1UUAQK24dhR3ZKIpEvBtIZBUAQB7HA0dL9dpD2agOlDh0KRRNT25PGtKOy3k3FYcxMUSYRXkeHDHg6yBCDgq8FBc+fAJUkIGRiwQOsATppzKGpUFV69NIAaJwGYPTiNrNsFF2yYhYESuiKASZlGyLSRCXir9N5nNKWQiUXhdynYV3FfArBw2hQoBGq6912ugLMXHwmvKMFrVWMAMCIQhAhidHKgPK5fBRY0DkKN6kLc74Vnn3wagGnjhsMti4jmAM8+F33Y7EWQRQFyrhfflZp8Poi2hahWqsL2z2bhV1UEXFpVvXMaw1gwfhh8klTVTy4AV57yA7hlGW6zDOwjNjxzdBxDvD7QMiBs/6aq3rlDh0G0Tfhdrqp6h6eCWDR9LDThu6fwFUedC6+iwgULGED0BeoiCiZEUhBowd+2q4qPP29wgxPeUlar6p3QnMD0cUPhFgWoCqrSipPPgktS4BeqpZcXzxqDJm/AiW3c2dJ//JnXPwYALGgYCkUU4VME7PuYPGhEMyJ+N2Da2Dd6gQfArNmToAoyIvv4NYyIyfjF0SdDEURotCHSGrCxud/UIah3uSEB2PHqewhWyuvvi7ohEAUnlGoSQr8PjgRg2tAsmtJJqIKA4X4Fe3s9uAEsnD4GsqRALOYRKrb3z2kRwIkT5yKmahBB9K3+DM0eV/84aAAmVMIs+lQVs0N+KC4VkixCAzAqPjCGxv8o/W9eF/7dH1XVWBuO8eJrf8d33tvCVevJ978i3/mEHDFyImtDUQ6ZMofvfLSZn20nV20yufJTcsLkuYzEUswOG8dXXvmY37SQX+ywueZr8p47nmM0mWGqYRCXHXsqt7SRX7bZXN9JPvfXj5jINrI2GOHMhUu5sYX8pkCu7yXffHMtDz7iBAbDMQ4fPZnX3vwgW3Sy1SA/XGfzhxcvZyAUZSSa4FmXrGCLTu4wyJ1F8rqHnufgMZMYisR44Mmn89XPPudug2wzySff28TJ+x3EYDjK0fMX8bePPsRChXbZaZDLTjmT4Vic4UiCZ/30sv7XzHaSl199b0VeOcqFi5fx5WffpV55ndQNcsKE6QyFwoxG47zp9j+R3BNh6JgTT2cylWEkHONRP72I61v3vLf3bd/GwSPHMBwKM5pI8KG//WnPu3GZXHTEUYwl04zFE/zZL6/kllWrSTrmqe27yfqGZobDMWYbBvEfT/6De6dpU2YxGk8xFkvy6oqN99u0efVXzNQ1MhyNM1nXyNVb1+0BcwWOmTGbkViSkXiCv73/LnLnxn54S7fFZDrFeDzJQSPGcuMb7/djTuSvUYxEYoxF41zx2z8MqPer1z9hJl3PaDjKbEMDP9myag/YvoMjxk9kLJ5iPJ7gVddfMyDvKRf8nKlMltFojIsWHsx/Pv3aAHz0mAmMRGJMxBL85U23D8DOPvunTGWcPYI5Rx3Jlz9+ZQ9Y6OWEObMZjkQZikR40c8Gmq9+8qvrmcrWMxyOcNaMBXz50Zf26eeZDIVjjMeT/Mk11w/ALvvlr5lpHMxwJMqZ3zuUz334/B4wn+ekRQsZCkcYjMR4/kWXDMj748uuYiKdYTgc5+w5i/nmky/3YzbJ0aMnMBSOMRZPccUtdw/Ie8zxJzORzDAciXLxKSfyq21f7mnuri1sHjma4VCE4VicN90zMJLWzEOWMByPMxSOcNmRJ3Dta+/0Y510ZKoDgRBjiQwffPDZAXlHjZnAYCjMcDTOEy/5Jck98+B7xxzPeDLD2mCIk5YcyIdfeHSva9rKppGjnb2wUJinnOnslXxrcp1/xDIGo1HW1gY5YeIsPnz/X2jQmX/tOpnOZhkIhhkOx3jcBZew12a/lPTsOZMZjTiU2xEzZvHqO27mui0OtuHj95nJZuj31bC2tpb773cAc7vJXQbZ3k1OWXzA/21Tj2VZsPUy3n3xEby15i30FEso9Jp4b+UatHW0wjZ07N70Nf76j2fR2wUYpo2Vn2zCzh1boJdKyLXtwAN/eRzvfdiJvqKFz79owQvvvIZyoYhCdxdWf/gmXvzHFpTzAno7gWdffR6lvh5YhoENaz/D00+/D3sX0LfLxjsr38O6Lz6BoRto2bEdjz9yP6QWYOc2E2Z3GaveexGGbqBUMvDqX/6E0sYOSF1Az3bg3afvRU/bTui6gbVvvIbnHrwZuXZg92YLr//5Nmxd+zks00LHui/x1tP3Ye3nQMc2A9tW57Dq7XdhlHQYho53Xn8KTz9fRE8rsOVj4NmnnkB3Tw8Mw8S6Lz/Fjffcia4dwNdrgTvv/Bzbt2+DYVgol03cd9dN6P0G4G7g5edb8OnH76BUcNQ0Vz7zDB687RrkdgHfrDPx/soP0NW+C7oFFHIG/vbInfhiFdDZBqz+YCO+/vgTFAs6ioUyXn/pMdzx+PPoaAU6PgfuuuVBdHfnoBsG8j09uPaeu4BOYOU/W/HHezdg09atKJd0lMoW/njXbbjr1seBErD6fRPPPP8UCoUC9JKOQk8Bj/xuBdgLFHqIL99/Dx1bN0Evl6EXS3jxz/fh3mdeQKkE7N4A3PWbq5HrK6FULKG7vRWX/P5R5HcAXdvKWHHZo9jV1oFSWUdZt/DIPbfipuvvBTqBl5/egHsfuxu5Qh90y0ZXZw4P3nwlSq3A7lYbb73+Fjpad6BUKqJY1PHCs4/hzTeB3W3Amg878Nozf0Our4BSScdX6z7Dxbf/FuZuYOM64Nab3sHOna0olUvIF0v40z2/BzrzQA54742d+HTNSyjm+2AYNja9vxJ/vec36GsFelttfLnyn9ix4WvoZR16ycQrLz+Jv78MQAd2fgn8/U9/Qa4nj1LZwFfrN+Cy228EeoGeVuDhh7fim607YOg6imUTL/7xYaCjDcgDm78E3njtSeR7OmDoFjat/BBP334T2lsAvRv47ONV2Pr5FzAME6Zexluv/xVvvAn05oDtG4AXn3wShVwZulHC11+vwyW3/g4oAjs2Aw/ctwHbd7ZB13UUiiU8evedjo0OwCcrS1j10XsoFIrQywa+ePUN3Hvz5TC6gK0bdKx87RX0tLWgbBjQi2U8++ST+HgN0NkJbF29CRs/XoNSvoxSsYTVH7+PK+9/CCgBOzYCv1vxB3R35qAbOspFHTffdhPQB1g9wF13rMLOHTudfiyW8eZjj6O0fgPQDbz60i5889V7yOcdyeftn3yCFx65A9+sB776tA2vvvQiunZth6EbMA0T//zgJfz5qT5s2wisfn0HPn/vfZQLRRiGgS1bNuKG229B+5fAK3/fjBXnX4/u7hxKJR3lso43/vw4Nr76NjZ/uAE33PAMdu3aiUIxD8M00LFhHV7/6x/w5ftf4omHXsR9Dz2A7p5uGJYNXTfxxVef4uobnsBrT36EW39zJdZ/8sn/em39T3n8giD8AcBSAG0kR1WOLQdwOoD2ymmXkHyhgv0CwKlw3i9/TPKlyvEDAPwWzlvS70le+59dnCiKVBUNsqpB83gR9QeRL5eg62X09nbCthw6p9cfRLA2BNsso1Asobd3N2g5Eew1jw8+Tw0UWUSpVELZ0JHrdfjequaCvyYAVZVhWkQhn0M+nwMBqIqKWr8PXpcXRbOMUrGMYqmEcqkERZHg0lSEa8Mo0YZlmMjn+1AsFp1wkR43goEAbKjQ9RLyhRzKegmWZcGjuaG6FPg8tTBMA4ViHoViAZZlQZGlikpkAKAF27TQ3deDcrkEEHC73fD7A5BECZZZRG++CL1cgmlacLm9cLtdCHi8yJdLsCwDuUIOpaIOQQBqfD4kAkEYJIp6Cb25giNBDcLtcsHv9UBVNeiGCUEQ0d61G5bpyEzX+v1wuWshCCYsQ0d3bw66UXYkY91eKC4NNaobJaNc4Ub3wLYtQJBQW1uLiM+HfLkMwzSRy+dQNnSAQE2NDx7NBU2RUDIs6IaFnr6eCgURCAUCUFUvLJqwdR2dub69fBpq4Pa6ocoKLL2Esq6jN5eDaRGSJMDn8yNc40NJL6FQNlEs5vrb5vN4HM685kJZL0M3bHT39gIgJElEbU0tgoEACqUCDMNAZ3cPSAu0HR6/11MLRSJKRhm5XB7lchGWRbhcbmguDSGvF8WKf0VPrg/lsuHwy70ehGpqYAHQTQu9fX0olUsAHSlpj0uD210DwIRhmOjs6YFlmhAEAZrLi1q/D6IgwLZM9OYKKOsl2JbtqE+qGiI1XhRMx38gl8s5sRoEAV63CyG/HxYkmLaDFUsO7VlTVUeOWHXDtsuwLKK7txe2ZYIEXB4varx+KJIAwzDQm8/B0J24CJrmhqJoCPq80C0dpmkjl++BrlsQBMG5H30+CIII3TTQm+tDqVyu3MsuuDQNbpcHpAldt9HZ0w3aljNGPg+8nho4nHkDffk8DEMHCcdXwq3B59Jg2BZ03URfX2+Fwk1H3bXWD5NAqawjn+9zfA8gwudxw+txQxBl6IaOYqmEQkWCXFVUaC4VHo8PlmnCsixHStqyIECAy+2G1+ODKMCRTM/nYRo6LBtwaRoUVYPP7YJZuaZ8Ief4nYgi3KqGGq8HEESYloG+XAGGUQIJKKoCTdWgqm7Ytg6Q6MvlHWo1Ac3lhsvlhipL0A0DhUIBhULu3y7L/ACAA77j+M0kx1U+3y76IwAcDWBkJc8dgiBIgkNYvh3AgQBGADimcu5/mghAVjQE/EGMnTgLiiJDgABRFCGIzt9wMIID9zsQI0cOgSzJkCXJ2dgSJUQjUUyZOhlzZk+Dy+WGLAmQJLEi6+zCvPmzceCSw5HJZOF1uSq8dUCUFMybPxU/OfdSDB4+FpqqQpVFyLIIRVVRUxvEzy66DNNnzEUsEYYsa5BlGYIIuD0afnD6BTjzrJsweGgdFNUNSZQgiSJkt4yx44fgnAsfwfSZ46AobsiyBkkQoGgaGpvTuOhnj+KApUuRSGWgqi6Ha61ISKRiuOTC23Hnbc9h8LBRjoa+ojiSwb4ajBg+Cs888Aamz52HZDIFSdCgaQoUVUY6ncVf738FN1z3OIYOGwRN1aAoMhRZRjjowyFL5+Gyy/+K0WNHIhyJQZFVyLIEVVUxfnwzVvzqefzsstsQjaYgqypUWYYsichm49hvvyW465anMGToMPj8ASiKBFmW4dI0DB00FM8/8CouOv8KJJIxyIoCSZKhyBLi4SBOPHYZrr/qMdQ31qHG54OiKBAlAZqmYta0objksqdx7PGnwVcbgCxJDrdfEZHMhDFv7iJcfP51iMTiUDQPJFmEIguQZRlNDU1Y9dRH+M2VNyGbjkGWFSiKDFkWkE1l8KOzzsAdNzyO5sEZ+Hxex4lGEuDSFCxeNBbLVzyF08++EH5/AJqqQRJlKIqMVCaCyy75I26+/iGk0hnIigJZlirOdzUY1DQYj939BMZPGAtvjQ+KLEKRJcgSEQj4cMs1t+Dii29FKh2GJMkQRRGiCLi8GsaNzeInP/0Lxk0YCs3thiwrkGQRsiQgEKzBySddgqsvvw3BSASKIkOSpAquIRqN4MrLrkBTcwP8Pi9kRXLKFgCfT8NZp56No467AOFwDQRRgSyJkEQBiktFKh3E4Ydfi2HDs069kgIIohND2uvHkiXH46Qf/BC+2hqoqiN//O1YhEMBnHvWaQhHI5AqviCC4HDivT43jjz6+9jvgMPh8XkgSQokSXTmgaaioaevb2IAACAASURBVCGEhfudh9qQH4qqOGQOUYAsC/D4fJg172TMXnAYXF4vVMXBJQlQVRf8gTCWfO/7cHm8kCTZmdOiAEmUUBsI4PDvH4Y5c6ZA1TQIglTh1AuQNRmLFx6EWXO/B4/XCbAsiSIEgZA0GeGoH5OmHo1w3Fdpq+xsdIuOA9f0WYdg0eJD4fF6ICuqsx7IEmRZQ22tH0d8fxlqA7VQFBdURYYoiZAEZ3wPPmQp5iys5JVFR+9IBGRFRDRRiznzTkcmG4KqeRz/FEGEJIlwu72YO/8QLDv0GHi8bkjyd8cs/m+l/4o9CEADgM/3+r4cwIXfcd4vAPxir+8vAZhe+bz0r877l3YoUaLb4+OkaQfx11c9xFfebeOV197L7x15FkOhaIXHn+A11z3It1Z38oU3v+TpZ17CSDRBvz/IcDjOK6+6h++v2clXV27lJZffztmzFtPv9zMYinDW7EP4/qqN/GiTzudf+IDLlh7FQCDE2togJ0+Zw5UfruEXrRbf+ecXPO2Eczh82Cj6/QEOGjyEv7j8Cq7dTX68agMff+JJzp5xAIPBMAOBEM85/0J+1W5yWy/591ff4PeO+DETiTQD/loedvQJfO3tN9nSS77/xRc84yc3c1DzCAZqA5w8Yx4ffvJZdpbJr7a08dX3VnPK7P0ZCIQYDUd45x0Psddw7Ptr1m/nMceexFQ6y2g4wvPO+jk/eutDdpLc3tbL9959k8OGjmIgEGYsEuWff38H+0i258kv13/NgxcfyXgsxUgozOW/vJS7t21hwSa37+rg08+8wLpME8OhMOPxJP+56t1+LvfqL7dy6tT5jITjjEdjfPyhx7njG4d/vrllN+9+6DmmUmmGQ2HWZxr40Wvv9ttM3337NY4cPoKRUITRWJz333gV812OvnLrzq2845bbGYskGA6Fmc3Wcf3aPTrHzzz7MhvrhzAUDDIcjvGeB/7A7q0dJMk1az7nBVf8ntFogqFgiPX1Q/jhGyv783788VtsampmJBRmLBrli4/d1491tG7n72+7k6lYgtFojHV1dexo29CPv/3OSjY3DmMsFmM8nuLfX3yuH/vy6/VcsOwYxuIpRsMRnnvG5fzkdWdvoaunj6/840XW1TcyFIowGonw9t9e1Z93y6ZPuWjeIYxG4gwFwzz0hOP4wcdOew27h0899w82Ng9nKBBkJBzjddfc1p/3kzVrOHfREkbjKQYDIS5adDSfeuIZpz27dvGxPz/ChoYmhkNRBsMRnv+zC/rzrv70Lc6YvoiRSIyBQJAzFi/lA089QZLc3vY1b7vnAdY1DGFtIMRQOMQf/fS6/rwvvfkuJ0yZy3AkxmA4ymkz9ufvbrmXJPnZ55/zqmtuYDzphPsMBoL80fk/oVHWaZB86pknnH2WaIy1gSAXfP9o/vnFR1gi+cGq1/iLy5czGo6yxl/LQDDE8y+/kRYdm/g9993LpqHj6K8NsKamlgccdBIv+dWtLJJ8+qWXeNJplzMYjrC2NsBwOMbLfn0N++jQKi/51W8YSyToq6llIBDk4Sccxx2dBfaR/MOf/sBBg4exNhik31/LsXMW8rKbbmSvRb70wXM8/+dXMByO0uvzs8Zfy2NO+Tm7yg6V+s4H/8jGYeNYG3C4+JMmzeeNN93NdpIvvfsuf3jeCkZjMfr9AQYCQR53wYXc0NHDlhx5w+9uY0NDM/01NfR5vBw7cy5/fesdbM2Tf3/zr/z5JcsZDsfp89WytjbIQw8/l19vJde3W7z/oYfZNGby/zs8/n+x8G8G8CmAPwAIVo7fBuD4vc67D8ARlc/v9zp+AoDb/kVdZwD4CMBHkiQzHkvw4ac28r2vyX9+afH9tSZf/rDIUWOmMh5PcuLEWfxkA/l5C/nZNvLtT8ucu/AQptP1HDp0DFfvIj9rM7l2u8WP1pv8+1tbmEjXsa5hMB984hN+vlXn+g5yY4fJ9zfabGwcwkgswauu/yO3FGxuN8mtOYurW8lrb3mckViCR/3gbH7ZRbZZzgbu5jL59CstTKYyTKaz/OCbdraR7CK5rajz4w3kogOWMZlI8cmXV7LNcDZCd5YsfrqTPPf8K5lMpvnzFb9lL9kfG7eH5J+efoXJVJp12QZ26Q7H/1uN80939HDRAQczlcrw00/7+mOfkg4n+Jrr72EkGueg5qHM74WZJFd90cdRo8Yzk6njN+1dA/KS5HHHn85kMs2hw4YPyEuSDzz6LJubBrO+vqmK522QnDN/EVPJDGdOm8N9002//SPr6hrZ3DSkCiPJieOnMpOt57SZs/tj5n6bfnrepayva2BjQ1MVz9sgOWr0GKZSaR50wLKqci+4+JdsbGjioObvrnfchKmsy9Zz1rx5VZz5H/3458zW1bO+vrGqve+s/pqjR49hPBbntg32AMwmef7FlzKdTrOhqbmqzi3byPHjJjGdTPMf761kbh/80hU3MZnKMJttqPKXWLdtFydMmsxEPMV3XttSVfaN19/GVCLFTF19VXt2d5Hjx09mJpnhA0/8rWp8L/rZtUwk06yra6gq96MvNnHMmLFMJjN8+Zm1Ve0944yzmIinmEln2bZPxa++uo5NTYOYTqb4ygerqtq7YL+lTMQSzGbqq8b3e0efwrpsHRPJNLfv01yd5MQJ45nN1nFQ09Cq9pzzwx8xFo0xmUzzs917ai2TfH/lFjY1NDERjfN3d/+ZPdyz8WuR3G/xEkYjMWbSWXYVOGCe3H7XI0xnM4zG4nzyr5+zY6+LLpKct3A/RqJxJtNZfrGpq7/MEsm7HnyOmXSGkWicV//mLrbknQeVTmdtmDVnP0bCEcbjSX6yqocdps0uq/LQeeDZ/882d+8E0AxgHIAWADf+D8upSiTvITmJ5KSamgAkxYVAzAdVBFRFgGhb8HlEzFt0BBRFRTLdCNEFiCYAC7Bp4tDDTne0dqJJuC3AK0tweUR4NCAUjiMeSSHoD2LQoKFw+WR43YAEER5NwJDBo6ApLowePgeaKsDosUDY8IjAfosOg1tzY+yo+XC7ABk2NAJu28awIQl4XDVQFRcSsQg0ALZhw+dSEIsDhx52HBRZRf2gEVAqPOQaTUQ8TCw96ii4FA2Dhozo15//Vh553KyZcGteyJIKjwTolUGzASSSfpx+4mXQFAVNad8AmpsK4IfHnQ6P5oLfGxhAUZMAjBvhw6IZiyHLGiKRQBUV8YTjT4JbcyMYiA2g++VMG3P3m4/hoybArWrfKZH7sx9eD69LQ3O6uWp8f3zCCWiI18Ot7EvKc9KyA5ZAlmQMbhwD1z7YWeedi3g0AbfLU0VBlAEcfcQ50BQNQ+obq8r99Y9XIOALosa1LwHVSQumzISsqGhuHl+lhHnmj36MZCwJVdaq6p05dhBOPP5c1Hh8yDQPRAUAN/7q19BkFZpU3d66DPD9pYdCUVU0Ng6vosaece4JcCkqVEWrmqhDMjGcdNxF0FQF00dXS0mff+450FxuaLJa1Z5gADj68KMgKgrGT55YhZ9+3vFQZQWKVK3oMnFEFgcfegoUWcLUyQMluwUAv7rkTiiqAlV1I7pPwQsWDMHEcVMgyyoaRg+vGt9TTz4JsixDUTXsSwa99cEbUNcwBIooIl0H9OyFKQAOP+o8kESNu5rqe+EFNzhmGUVFJuRGRf8DKoBJU+owceJ0iIqK4eOH988/VP4ef8aZUGQZsqzCrWLAHPveKQdj5KjJUCUN04eOhHuv9soALjjnOsecJimIRP2OZESln045Zima6gdDkUSMGtaMkHuPj44XwFFHHwtFVuFSVIQCfrgkAYroUIQXHDK/alz+u+l/tPCT3FV5eNkA7gUwpQLtAJDd69RM5di/Ov4fJkFUYNtAMafAcsRMILlUiIIAvycD05ZApQayDtgiYNmA3++BxVp4fDGULQkGHB1/ywAkWQKhweUNwbAFrFvfCrciwDABUxIg2oDLn4BNYu26VhS6AU9QgiJIoAD0lAnLFvDN+p2wOwFbFFEo28jlRVCEo+tBEb1tQMEwAUWERcAgQHcEtihj585OKHA492UCsixAYhC2oKCltRO7OgFny9U5R6YLhIiyZeOzjYCvoisjARCLwKad3TAs4sU3HdnlvSfM2m2ADREF3UJur5lCAC19QF52wYaI9lZULWi67Idp2+jL90LYa//fJ4twiT4YpoxcScfaLdXjtnZzN0oGsatoVWGrNwO24oZuf7fmSNm0AYrY2dpRhdGOQrdElAwDBbM6b2enCMsmWgrV9b6yygIFCXo1vRwAUIAC27KxdfMG7Ju7zxZRNiwYNrGzZ9+cAtp26dAt4pkXqst95HnAsAnzO+otAjBqYzBt4uutu6qcllQx4oy9YWJLdXegkBNhA3j57WrfhHW7AcMkLHPP4D34xBvQ4ei+y5EsaBOb2/NVY+9R0pBEBaZFbGnfB4QEGhHYto1/rq72xdjZAZiWBfs74gTkCHgjSdgQ0L2r+iHqS44ABBkEsHsfz8CUGgRtHwwb+OIbYF83vFLBD8sCdGGgcwEBdPY5jn2EBNkUHeZAJeUJeKJpiJKEti5HL2pvuosnPhoUJJQNCzt2D5xfUqkGpZIMCxZe/2hH1Y+r7e02CAkkYObFfslzCcCmHkB21cCyBWzps9Dp7HmjG868t7w+2DahWxY+39ADs7ynbkGvdgb8b6f/ymsBqk09yb3+/ymAxyv/jwSwBs6DsRHAN9jjTPpN5ZhaOWfkf1av2+1iMBTmwd87gI88/0++97nN99bqfPOjXs6YOYmBYIixWIy3/el5rtpIrlxPvr0qz8X7L2QoHGYsGuHy237Plz4pc/VW8oOvbD7y1CuMJZIMhUKcOmM8n3vL5Lp28pPtBl9791MmM1kGAmEOHzWUDz/TwQ2t5BftJj9d3cozzz6XwUCIddkGHnjIMWzrIr/sMtjSR1674jZGIlEGgyFOmTKT27aT7SWyyyTvuftNDhs6moFAiMOHDOV1N/6eHQbZYZMPP9/G6TP2YyAYZrYuwx+ddxp35MldJrmjlzz4+HMYCkUYCkW4aMkcrt1Odurktl7y5zfcxRFjRjIUinDMuDG86KrrnPCLJLf3kEsPmctAIMpQOMrFBx1Fck8Ivl9ecgUb6hsYicQ5cexE3nXXq/2vzUaOHDlyHAO1IUbCcS6//HwWyf5X6PlLT2YkmmIwGOZhR87n468+zULl1fmtNeTQ4cMZDEYZi8V5zs9+2V9ud4489PCFjMVjDIfCnL/gUD7zt73sAQWysbGZwVCUsWic99/9JK296p0xbQGjkRgj4Qh/ceFRXLPpE+YqbXp3NdnQ3MhQKMp4MsGb73J44CbJjbvIGXOmMBKJMhyOccGCpXzyr4X+avXudmYzGYYiCUYjSd5x6x5ZZpIcPW4aI9EEI5E4Tz5jMXfkHF8KneSZFy5nXWMDQ+EIx0wYwZ//yrHj95HsKpJLDp3DYMjR8pkze3/une679Q7W12cZCIU5bFAT7/rtNSxzjzlh8sz9GQ6FGY4keOzxc7m+w+mLEskrbriJQ4YNZjgU5rCRQ/nDnzh8+x6SJYs8/KgDGAw5Wj4zp88juUeG4Ik/Ps/mJmcPZ1BTA2+96cr+sJwkOXX+YQxHogyHIzzmpAXc1OnUWyZ5xXXXctBgRydo/IThvGj5iv72dhTI/Q+axmAwyFAozMX7ORLW35pOrv315cwkHe2ikUMG84/3PUVjr/aOGDrcaW8owosvPJY9dEwbFsmDlx3PRNLRnjrw4Mm8+6kHqFfq/WADOWxEM4PBECPhMI897cckHXNLV4k8aNksBkMhhoJhTpk6o/+aTJLXrPgl05kU/bVBDmpu4A3XXsES90gnjBg2ypFFDwb5/WPm86s2py8KJOcccgyjiTQDwQiHjxrM4354Xv8YvP0FOWL0EEfXKBDkpIkzaPXtCd143IlLGY5E6PfXsr4uzV9ceCZbS05fmHmyrnEQa/y19NcGOXnWaL70Prmpg9zWRU5ddPS/X5ZZEITHAMwDEAGwC8AVle/j4DykNgM4k2RL5fxLAZwCxzP5PJIvVo4fBOCWyoPgDySv+s8eSqIo0eXSIMkuRBIZLFqwDDtaNqCtZTvWfbXakVMVgEAohsULDkSfXsCWjZvxzYbPUNbLECjAG6hFQ309Esl6tO7ciV2tO9DR3grbtqGqGgYPbUA80Yyu3h60btmEtvZWWDYhSzKydTHUp5vQVdTR2bodXV1dyBeKEEUJLrcLI4cMQVGQoeeL2N22DZ3dvbBtCx6XCw0NzXB5AsjlOtHe0Y58Xw8M04JLVeHyuJFID4Zp5NCxuwu53k4YehmypEBzexCJ1UFVdFgGsLNtJ0o5J8CHy+1FIpmAqnlQzPehp7cHpWIBerkMRXFB87pRn8yir9gHQ7fR09XmUDYFES6XC03pDCxRRrlcRm93B3pyeViWAa/LDbfXjdpAAratwzYMtLS1QNcdpUCfz49QJAlFEaEX82jtaIehF0EbUDUPVLeGdCyJQjGPUslEV08rTN0GQHhqAhhal0He0JHvK6K7ZzfyhQJIIlDjg6fGi4AviLLuUOvad7fDMHTIkoRgMIBgKAtBMpHv6cWu3W2wDB2kAJ/XB83nQyqeRCHfi56+PLq7OioyxhK8tbVIhSIwLAv5YgF9fT0oFosgCZ/X54QPdLmRK+qwTROdXbth2xYkUYXf74U/EHGUIXUdrbvbYRoGSMDr9SEQCsOjaSgU8+jq6UapVIJtmlAUFxSXgoZUEr2FIkzTQndnB4olHYLg0GbrUinYooxSqYienl4U8jkYlglNUeD1ehEMp0GWYJsWdra1QS8VIAgCXG4vQuEYvB43isUcOru7UC4WYBomFEWDorkwuC6N3lIZpZKJvr36ucbjQiqZhihrMIwiOju70Jfrg2GacMkKXB4PQrEsgDLMUhmt7btglMsQRIdREk+m4fN40dfXi127d6FcKMA0DIdR5vJgeEMGncUSivkyOnfvhmGUYJPwuN1ozKQhqm7k83ns7uhAvtAHyyY8mga3x4VoohmG3o1ysYS2tnaUDR2SCLjcPsSSWaiaAj3fi527dsHUy7AsQNU0uH1eNGWy6MnnUSwU0NHRDss0Qdrw+v1ozqZQtgR09+TQ092BUtF5j/Z6PEjEE5AUDbpeQtfuDvTlC7BtC5qiwO31oDaQAO0yLF1Ha8cumIZDqVU1D8LRKFRZRVkvoau7C6ZRhm0CiiZD0zQkwxHkdMefpKe3B6ZuQBAAt6YhGg6DkgRdN9HT3YViybkfXarqUFR9ASiiBYFES0cHaFnOOqW54PfXQpVl2KaBzr5e5Hp7/r2yzCSP+Y7D9/0H518FoGpRp0P5/I6X4f+wdhimBVGy0LO7BX9//kFYtgXTJizTgG3bEAQBhl7C62+8CFGSUCqVoetlWJYFCCKsUhk7tm7FrpZWGGUDZaMEqyKbapPYsW0nOjucSVAuFGBVJGAhEp27+1AsbAAEwXHysJw8Am1Ylo0t21tASXQ0sou6wyMmYVg22js6oGhllEo9KOs6bFECaMIGHK57VydMvQdm2dHkpk1YoiP5qhd6UWYRhi04diqy//WzkOtFOZeHQRuWrsO2KrKzAgHLRGfnLhgQYZV02ES/PLUkAN19fRAlBaVyEUXdBG0LNgnTtmAaJkolE7reB9MwHelk2wYFR066mOuFrsjQy0WItgVQgG1bEATnJurr7YJhOvxzsiLNK4iQaGL37nYYJAzDhmVbEJwlFWXTglQsoQ85lPUyDMNwJGxJmJaFcslAvq8HNnTopRIEAnZF3tq0CdUw0NnWinypCFKEbZmwKUCEDdE00ZfvhQXCNGyYpsNLtwFYloFSsQRJ1CCQMEwDhODcF4IOi25YJmFZZehlR/PekWV2JqJZLiFn6jDKZdCynH60bdA2IVoCunq6YdmAbThtAWznO4muvjxkSUFZL0I3TVjfjj0cafBCoQ+WWYRFAaiUKwgCSBvlYh9YykEnYesmbMsR8xZFEYJtoXXXLliiDNs0YZomHGVnwrRsdHX3QJJV5Ao52DZh2rYjG05CNE0U+7phWiVYJp3rqch1W5aN3u7dKPR0o2yZsMvOg5J0zoNtY2drO0zAGXtY6FeUtm20dfVAlgowjDJMy4RZIZQYtg2xbKCrcxdMowiYNqzKj1DLBmzLQr6nG3kRsAxHstmyHGOHKAC2YaG1pQW6bcM2TUdGuZKfhoXWtk5AEGAa38pjCwCd+6C7LwdZLMIwyhUJZdu55wgYJlAs5mAaRdgWIVBw5h4dCfFyIQ9TLDn3DB3JaMB2ZOINw4kbYNuwbAKWVTExoWI2LUCWJBiW84D69te3aRMyCUsvw7ANQBAhixLKFZlr0Iapl2HrZUdnyK42Zf53k7R8+fL/dSH/rrRixYrlkqygxl+DoeNn4tTDf4CcbcA2TOTzvTAtG5rHjeETZuLMY0/H6MkzsW3zJvT19YBw+NyDRo/HkoMOxiEHH48dO7bC0kso6joESYTL7cbhR5+M0069AKFYDNu3bka+kIMgClA0FUuXHYWzzzoP0frh6GzZDqtcQlE3oGoaUtl6XHn5TZg0eyEk20JnRyeKpRwkWUUsmcUll9+K8356PQq5rWhr74VezgMAatNNGDt6Cu647zXU1JawY1MrdKMEy7bgrQmifvhUPPDoMxg6LIPaQAI7t2xBSS9BFCWkG4bjzntuxhmnnw2fy4fNW7ZALzuLRG0oinn7L8HvfnM1hg8dAVvQ0LJjMwzbhiwrGD5uPO6+5TaceupFKNkmNn2zHoZpQBRlJFL12O/AZbj71qdREzQhiD607NwKi4SsKBgxYS4efvBZzJlzEEwWsG3zFhi282CtaxiGQ484HLfffCM8fj96OvLo7GqDZdlQNA3Tps3Co3fdgsOOOgEbN3egZdfmSnwBCQ2ZLBYfsD/+/MBL2LxrG/SC8wsaECDJCiZNnos//eVtTJs9G1u2fIP21hYATt5EZhAOPfoYXL9iBToKRRS6cujt63Ymjapi3PQpePrx+3H4skOxYeMu7GrbCZsWZEnGsFGjcd7JR+PqG2+FLYno6+5FR9duQJQhyTJmz1yMN//2KmaNm4CtXR1o2bHd0WEXRaQahuL399+LM047FX3lMrat3+A8rCDCXePDmJkz8OCtv0G4vhld7T3o7GpDWTcgqxrSyRRu+dnluOTKO7F2w+fobG+FYRgQBBHeQAip+iH442MvQtIKKBVtdLe3wapYwoORKC771Qqce9JxaM8X0LLFGVtChOZSkW1uwu3LL4e/sRldu3ajp7cTlk2IgoiArwbn/+xS/OS8a7Fhw+fo7myDWQku4vJ4kYglcPFlv4FLEVEwdPR07YZl24AowVvrx6mnnYITDz4E7WUd7dud+8KGCM2tIF2XxdU/Pgd2IITejk4UCr0wLUCUJIRqa3H2mefg+GNPwupPP0Wh0AfTNCtBTXyIx1O44rp70bJjC3RDR6GUh2U5MRv8oSDOOud8zJ06Hd/s3IFcdxcs24m54Pa6kG4ahJ8e+X1sL5VhFPJOYBk49UYjIfzw2GMwbfY8rF33NcrFPpimBVFWUevSsOyo43Hk94/CunXrUCwUYFgWAAGapiEcDOBHFy1HW1s7LMtAvlhwHnCCAE+gBt87/HgsmjQR23u7UejuhmVbIJxf/LFUEucefgz63C7kOnejVCrCIiAJImpcLiw7+EgsXbIUX63fiHy54DzUAageH2qDAZx02kXo7W5DuZRH2bJhmwYkRYXiUrF0yRE4bOZcbM/3ore9HaVyuWX58uXVsU3/q+l/Yyf6d39cLjfD4Siv+NWdfP29dq780uQba4p8+51WTp04g8FghNlMA9//qI3rtpIffmVwzeoyDzvoSCZiSSYSab7/YQvXbiPXbLP42dc6//b0SiYTKSaTGZ557qX8fLvNr3eTa1vJt19dx6bGIYxEElyy9Ahu2E1uyZMr19tc80WOt93+BGPxFCdOnMHnXv6cO8vk9iK5pYd87oWvmU6lGYslef+DL7ONZLtNftNn8J9fkIsWHcZYPMXzfrSC23aTHYbBdoPc0Eqe/cNfMB5LcL+Fh7Klk+yxLPbSoYM++tirTCXTTCbTXPOJ3S/dmie56qOtPPTg7zMWS/Ka6+5je8mxdxskCyZ5w80PMxFPMZ2u41fbBtLYVn3YyfFjJjGZzPDRx17pt8PqFfvnD47/EeOxFOuzTXu0ZCvp4Xuf5uDmoUwnU9wwkNFHkjxo8RLGYkk2Ngzivry8x+96hPXZRqZTGX755Y4BmFkip02awWQ8xcbGavrjhedezMb6JmbS9Y4hdZ80bcIkJuNpDmseyn35qTdfdSPrsg1MZ+rYsaNzIGiRE8dPYiqe+k665y8uuJx1dQ3MprNV5X7xxgecOmECk4kMb7j6tiqJ63t/cyWT8QST8QRXvbdqANa9tYuTxk1mPBrjj08+t6reFb9YzkQ8wWQiza1rdw/AvnzjA86dOpWpRIpnn3YmS9tbB+AP3XqLMwfiCb7w6N8G1tvWwykTJjMWifGYpYdX1XvhTy5iLBpnIpbghg/XDMDefvrvHDdqNKPRBE8/8UR2rN80AD/v9JMZi8aYSqT4xp9fGIB9+NqrHNTQyEg4yvNOPZv7pgVz5jEcjjAVT7LQMrC9V126gtlMhpFInA/fehuLO7YPwCeOm8BIOMZkIskN7304APvpaScyGokzFonygZvvGUCN/fuzr7CprpHRcIyHLz6IpZ498smdJBfO34/hcISxaIKfvfUmSWeIe0leevGlbGhoZiQa5Q9PPoVfvfsJbVb2pMrkgjkzGY1EGYtE+eANd7KLzr6RRfLJhx9nMh5nNBzjYfMXsfubIntJtpXINp2cOmUmw+Eoo+EI/37fH/j1xjI7ig6r5o5rb/m/rdUjKypEUUA4noXgVuFSJSgg3JEwhoycDElWoagq1HAY+ZIFr1uGwzTD0AAAIABJREFU7VExYvwsuFwaNE2D5KuB4oHjdetTEB8yAl5/AKIsI5lOwu0RIMmAXjQQaBqMmkAYkiwhks5AcwMgkEkIkGq9GDZ2JhRZhj/sQ7wpDkEEJMGG6gbSQwdDklXIiox4Uy1kG4AN1HhlxFPApOlTIQkiks1xeEKAKssQZaA2BMw7eB4UVUUoFoLqAzTRifqkABg1dQgkRYYoADUxAQr2BEXPjMpi6uz5kGQJyUwjPFrF7GKYkCRg0qxDIMoyRElAJLyHcyABaBwdRF3TIIgCkGwOwATQVXTqFAFMWzAWkiRAVkSY+6gwTj9wErINMQiihGSmetzmLTwYsiJCU1RwH57oxAXHwlPjgyCJSNYFBzAoJA0YPmoUJNnxkjUGZsWS7y+Ax+eBokiw/KhKY8aPgyDJUFwa9pVwnH/g8XC5PZBlCcFUcCAoAoOHjYakyHB7tCp2zeKDpqE24HE8Jvcpd8TcMZgweRhkBcgOaoS5j/F0wrxFECQJkiKjcVzTAKw2G8CQYc0QRRHJQcmq9u6/dBpkCZBlEclMaAA2bM5UTJs1HRSIdEMztHR8AD57/7MhKxJkRUJ2dMMAzBf1Y9TY0ZBkEaFsdb2HHXkQRFmELEsIpMcMwGYdtj9Gjx0OQQCah45BeNDAshcuORWiJAEiMGj22AHYyEkLEE6kIUsiMiMGV/Xz5FlzoMgyIALuxMD2LjvpIARDfqiKgGTTVLhS6X7TDgAMHz0SiiJCkmU0T3dM3xXWJvZbcgZESYAkSxgyfYhjBrMds9+EGQsRS2YhyQLijU1Q/c79LwGoATBl9hxHLUCSUJOc6CgJwKFVHnHswQiFvBAFCdHsINTUNfYzb6gC0+csdDx3ZQlDJjdDq+QTAYybfRRCoSgoikjUp2HF8v8Pd+8dJEd17u8/nXvSzuxO2Nmg1SrnnCOSEFEEkYVIlshgojEi22CSTbjGgWyTMxiRTM4ggpCEkEgCJKGcNk7umen390cvu6zkqlv357r1dd1TtbVV85nT3XPO6dMz5zzv56VYhqAFfgMGjZyI65bQNJWKxjj1vUxs26s/48jZ/LvlP3riDwXDWKZNQ31fLNtPWcDy+3BKOrNmHYVtmkQrE4gLVkBD10AM2GvaITT2HILfFyRYEcB1QdfAKUFJFCaOnoHfCjCgYTRooAoEKwwUXThkv3nYVoDe9UNRiqDgknNcTBt69a7FMgPEq/qSCMcwpex5pwjUxCAYjGEZAXolhiMlB8NzjkC34ODDfoVl+RncZxgm3sAyAV2HMWP3RTeC9OvdH1PzJnUb73+irp5QKIGm+9A6CDmlQ1cM2GvWyWiqTnVkcCeLX2l4s8/Y4SFMw8IyK4jqXfCcBvgsOPEX5+KzK+gTG4MKVP7MQn3uwSdj+yrQ9d2paKivq2fa1ItQNWsP+2OAuXNOxzQsQhXRPZC93v3g4AMOx9QDhP2+PfRfnnkZluknHNhtcgb2mrYfwwfN6kobuVuZP/9mDF2lPtFjD23EqAQjho3FMoL/ctCfcsqFWHYQnx3bQ5sx6wCG9zsATf1XW2I+jjv2XlTFoHf1tD02zUaMm4hl2liGn7Cv+9PKBS6+5Dosy8fIEeP38MUfP3k/bH8VqmKi7+7Eq8CpC/4LQ7cY0rinP3tdPwOf7cfUffTv390dxQV+ffFN2IbN9LET9qg7ecoMbNOHrplEa/b8xAuO/wOmYTB28L57aPseOgWfaWObfmqra7tpWghOO+UUTNNk+viZe7D655+/CMvyrnn3Vey+/cYwfvJcNM1k1LCxXqrSn6UhvOi0m1FUDdsKdPrt/0Rt7j13CrZpoVs+ejSM8750qd7kVxGFeUcfiaFbjB8zEhdvYlc7/p962oVomoFtGDTUBzr7yAD6jpjAXnv/AlXTGD5wJhW1Ec9qveM9py642rNq0Qx6Ddyn87gAdQ1w3AmnYWgak6fMJuSLEujIf2ADx80/DkM3UBSNuh4zKZYgX/DmDCs+ZM9O+R+W/+iJP5/PUCxmef7ZW2ja/CMlF9L5HJpb5ssVr5PPZ9iy+Xu2bVyN60LeBV3gow9eY9Pmb2lp2cbSz14jn/Y2BW0F7LLw2Yp3aE/t4Onnr6R5h7eZ1NqeR8mrvPzG0xTy7bz2+h2s3+hSdFTQBKMAn3zwDblCG1+ufpWbbroMJ6PhlF10F1atdEint5LK7OLSyxZgOiaqC6USbNsCd995AelsM7/5zfksfuw7dLxOzuXhiUdvJpveweOP3sXdtz2MCqTwXO5WLXuTlqb15HMpbrtpARnHS9TgAPmmNv751BU4Tp6/3nMkj734FG6HZgAP3/cS+Vya1vYtnHPJom5t+8Vy+PNt19CW3sXpZx7MG6973788Fgd+f9Mi2tt3kE7t5LG/vdJZrwy8/9ELLPnkRjKZVi6/5kzWb+oO8z/06CLy+SybN3/NI88/0E1798W1vPTSk2QyOzn7wgv5ejcb+utu/i3pbDNNzZt448UuaN4BHnr6Hn7c8g5FJ8N9d9y7x3h54YXzyedzfLlmGZ98+V437ZF7/sGyFR/S1r6N43/xC1Z/373u9ddeQjrdxI5t3/HWc9u6aXc+9Ge+3/hP8rkMf7np6m6TUi63nSeeOQXHyXHrnQfx3DuPd6v7+uLl5PNZMplmTj/7l920zVvguht/Sy6X4sorF/HqMz900196834ymV04xTRXXnrObt/MXR55/AIK+Qz3PHEWT778YDf1/Ve3kctnSGdaOfW0U7tpTS1w4x+vJFPI8Ic/3sKLT33T/bxv3Ec+304mn+WPt1y22wOpwD/fvAanWOCex8/gjU+f66a+9o/lFJwcmWwzv7rq0m7a2jXw0EOPUXAKLLryEt59o5vM3ff/gVw+Rd5Jc/89T3fTVn7xCls3v4FTLHDLnQvY0LS+m/6PV66nVCqRyezioWfv62TmvWv6FKdYoJhPc/lvftWt3pqvYfGLL1EsF7j97r+x+BnvuGU8LPGeR3+P4+RwigX+9OcbKdLB2QMrV7/Kd98+RamY5/FnLuSFd5/2Nrnxvpw9/fj1lEpF8vkUiy47DQNvHG9LwYdv7uDRR/9OsZjj5ltv5KH7lmDg3bcCfPDZCwTDlRimyR33Xko67yVtzwEfLek+xv7/lP/oiT+bzZDLF3njrXf55ytP4pRAigqlbIl3338NxymSzhV46tknyeaEtlSGVJPD628/Qlt7ily+yGOLn2XVtyvIFIoU2hw+X/ISLS3N5HMOH7y/hg8++ge5dgfbZ/Pjpy+ybcs6CoUS33yzmVdf/jOpjWsoljQ2ff4eb75yE/lsnm1b23nrjTdZu3IZmYxGqrXIB0vuI5spUCwUWbniU5a+/ApOBtI5WLniPVYs/xQnX2DLxh954uGLaN0BbVn4+vsCr731EUWnSEtzK4898F9s3gbZIqQL8PSTb+DkyzjFAs8u/pBPvvyGVAnagX8+8jjPv/ACTsFh+Wc/cv/Di2netpM0kG+D1579I4VCgaIjvPH2G3y/1Et44Tjw/HPXse67LynmC6xevZIH7zkR8ILNtuzK8v6SJZRKLrlcnrvuuoZCzhuQGeChJz5gzVebKZfKPPnk29z0t8c6b7RyDhYvfo5CvkA+63DvIy9AS0tnnz728CJampsolVxefflVFj99Q6fWvuZbvvpmGU6+QFsqxz13LejUWpvhnrue57u1Oyi7cMddd3PbvU916qUSvPjSxxRLJXK5Ejff+TSl9tZO/cEHbybX3oZTKLLss+U8+9S1ndr2T5ewbu1X5LN5Mpkct9++sGsQOrD4hfdZ92MTTrHEHX9/il3ePr33gLz1Xl7+50fkC0U+/mQjf777WX4eLffwg7+lVCqSc8p88N777FzyQaf21jsP8cWqFRScEls2beKO28/uNv4feOozHKeM45R54pm32djc3Kk98chTPPPsKxRLLsuWb+Wu+5+D1qZO/enHLqKQK1Aslvho6SdseW9Jp7Z0+dss++xjHKfIlu3buOP2c7ud974nP6JUFFS3zO13Pc+un8Vp3X3PE7z04nue1fAHG7jlrqeh0LVo8/CDl5MvOOQd4ZVX36Lt61Wd2juv/4l1P36L45T4fs1qHvr7SV3N7MBLr39I0SlRdMrccccful3TPQ8tYfnyTThOiUefXML1f3q42y+GJ556gWKxSD7vcu+D/yDdsqvz1+RDD15FvuDgOC4fL/mA9Us+7Kz3yhv/xfoN31HIO2zauJ577j4PJ+dN0JkCvP3GRzgll0KhyJ33PcKm5g4NePzRJSxfvpFCocz7H23kvvtfJJNqo2N48OiTj3j3X9Hl/SUf8NU774ALcT/84+kraNq1jYJTYvv2rTzwt0Xk2yDjwuYtO/jH48+xa/tW2tvbePTJF1m+agXpTImmLLz08vv8u+W/5fj/XxZV00TXTUzTwrJt+lXXkhaXglNk69YfO2x2FQLBIPWxBLpu0p7Ns33nRoolz0Y3EPAT9NtURhKkMmnyuQzNrS24Ihi6QSQcoCpSjVMuk0630dLa4lEnikIoaBMOhhHdppBNkS1kSacyaJqGYRjEOlwsC06edKad9rZ2RATTNIhUxrANP8VSlnzBs34t5HPohollmkSjdRRLGZx8kWw+Qy6XQVV1TNMkWhkDpYTrKrSnU2QzHoJn+wJUVfgxDJuyCLlshkw+j1PIo2k6fsskHArhKhplgVR7E9mc47HNlkk4HEE3/ZTKDul0OwXHIZ/PY5sWts8mVJHELadxy0J7yosRQNXw+YJURWLoipAvFchks2SzGYrFYocts01lIEDRdSkVHdraWyg4noVuKOAnHomg6ha5QoG2dCv5XJ6yK/gsC59Pp6KiFqeYplwq09zWStFxvPiBihDRSB2a5uK6RZqadpEv5CiWyvh8QWzbpjIUolAuUy6W2NW8g3LZewSFgkHCwQCiaJQ67HXz+TziuvgsE59tEAwlKDhpRKC5pbljPEEwEKKyMokiDsVSgfZ0mlzOCyW1TB/RyjC6blKSMun2NrL5gheHoevYlklVJIKrqJRLLm3tLWQyWQTwWyaRSCWmFaJUzpHJpMhkcxQdB1Uz8NkmVZEkQoFy2aUt1U42n4eyi22HCAd1bMtPSYS0Z81LoeBgGt64SVRWeikgy2XaUi2kUxmP3DEMKiur8NthnHKGVDpNNpfzWH1Nx2dbRCtrcMtpSq5Ce3sbuVwWEbAsH1WRACFfiJwrtLe3ks2mcBzXsxG3TKorI7iaheMUaW7bSS7n4CrgM3RisRgBX4RcPk1z6y4cp+gRNppGwG9RFanDdbMUi2Wa21sp5LKAgs8foiocxm/aZIt52trbyeUylEolbMuPaVlURyooCDhOmdbWnR33fBm/z0esshLd9JHL52hpayKXy6MqCrppUlkZxW8GcEp5UulWstkcpWLJuzcto6MtMpRcaG9vJ5PLoqoqpukjGg5hagYFt0yqrZVMPodbLqPpOpZpEotUUEKjWCzR1t6C0zGWbdOksqoKVbMpFr2+z+YLuKUymm5gWxbBQARXPDvv9nTKs0VXdQzDIhTwoSkKjuuSzWZpb2v5X7dl/n9XPHgahTKGphK0/WSKDvlcCs/p2fv5oysqyWiSaDSJU8yhKh0L5YqgKxAIVtJQ04uy623qoOmeJ4ciBEOVDB40hkh1LVL2EDdE0FQIBCMMGjCS2r4DcUslVNVEVTUvh6qu0XvACPoMGIbhC6AqumdHq6r4dYMeA0ey94FHEq6MoWk6iqqhap6Vri8QZOqMg6itbcQwNM8KWlFRNBXD1Bg1ahJ9ew0gEAqiK95apqZp6LrQ2DCAOWMnEUvUoCqq5/2hKGiqYNk2s8fuRZ+BQ9B1DU23UBUFVfesqseOn8Zhc47GF6hA1y1AxeiwtA34Axyw/8HEE3VomuatnyoqKAqmZTJswCD2GjYc2+dDpYyC612ToRDwW+wzZASxWMzL46p67a+oCpaqMrr/UMaNnoCooKGBoqJ05Ce27RDjx0/B1E2UchlNUVAQFAUMw6Rfn/7079mbYrGAYRiIgK55VsY+v58RdQ0YpoFICVXVEARFEQwNZo0Yw/577Y1p6Giq1mkXbGoawWCE/fY9GNsOQdlFUXUUBVRFxbQNxoycychBg9FUFVUEQ9e8iEdVSEbrGF3Xg4qKsPetUjykT1VcDE2lX7KeYKQKV8oIOnScV1GgsqaeAYNGeuw9KnSMJ1VVcBFqk72wTQvB+8atuG6H/XiZcCBEr0gURddR3JI3hlUNEHQVwqEwqs9P2S2Cq6EqoIigKmAEggTCMS/IyVVQREB+OrZGwNTQVA2RMoiL4HnbK6qKoWoEVBXXLaKKi4qKorgouKi4GIaFIy5OKYe3gySoHfEHqmaiKDoFJ4siusfTu2VUBHFBUTUcJ0+x6ECp9LM9H0HXVCg7OI6XOwDxxoVQBil3xGAUKJW9nAbScU5FAUXTQdFxil6MB6g/RawCCqKaOE4acVXvmjqmG0XVESnjlEs4xSIlcT3vLEUFt4yUHZASpbLjxbF0XK2C184qGuVymVIp72GgAB2W0IpmoWt+HCdP2dXAFUTx6oq4mKaJIJ2Yp7hCueQgUiLgt7A01fuc8n+c4//d7679rWmaJKvDjB41lisuuYdAfR1BQ2HLlk3erreqMG3qZK667H6Gjp2GUyqwdfM6iqUimqoyefw4jj7uYo6YfxaGbaIWC2zbvhlFgVg0zJln3MBRC85hyOi9aNuyjs1bNiB40apnn3k5J5x1LWMn7UMh20I2m6KtvR3bMOjXsxdX3voIcw6aR98BY9myfjU7d25DVaC6Osklf7iPQw49guGjDmD7xq9obW2iVCwSCviZc9AhnH/ZrUyaOY9SeiOtTTtIZ7JYlsH06VO48ponOPyo4+k9ZBQ/frmUnc0t6JrO2DF9+M3ViznjtPn0GTWbHT98TqGYJZMtUF0d5YBZs7n9L/cxdtZcBvQawbfffEJbWwpDVZgwaiz3/n0xcw+fSd/++/LDDytobWmmXC5TV51k4UlncdHFVzBh6jzq6pN8vmIJxWIRQzfYb/YUbrv1GY79xZEE64exduWHZHIF3LLL+NH1HHHIfG684y8MGjWLgKry3ferKRZL6IbOPhMn8NhTL3HYMXNBSfDDmhVkMhlUVaVHbS1nnn42N9xwLY29puKzHNZ8v4ayuFiGySFzZvHXvzzOwpPmkS2pfPXl5+QLOTRNZ2C/Hux/yDzu+vvdhKt6QLmNLZu34rpldE1hytgRPPzcixx42EFUBmtZvfpTsrk8uqowvG8/zjnnN1xy1bn0HXwgBlm+/e4rRATLNJh7yAEsuuQuzjrnGEqKjy9WfIpTLKGqKmNH9eCqy97mousWEq7pxTcrPiHv5BERqiIhhg/ox0svvseQqdOpDdms/vIrisUCmqZRE49x9R8f5JyzzqRXj0ZWrVpOPpfDdQW/z2LS+KFcdflrHHHEoehWke+++4aC40Ux9+sV5rrL7+DqG25Aq2hgzZefUnCKXqS436KhLslTD77EyMkz0DWHdT+sI18ooGsKFRUBzrn4d5x31s00NvhZtfpz8gWvrqGrNPas55rL/8mc/ceTyrexeesWnIL3CyYer+C3F1/Gn67+O5uy21n7/Xc4RRehjGWZJJNVPHXPM1Q19qbs7GTTpl24rnfvhcMBzvjlpZx4/C2Uyl+zdt0WL9gKF9PU6dW7gcsve4L+ffzsaGmmpaWVcrmEpmuEwxEuu+AKbjjvRpatW8aundsplb3EJOGwn9qaap6780k25drIZ9toa0sjUkbVVCKVIS7+9XUcdOB5bNr+ATu3t1EqeRG0fr/NwYfN47Ajr8ey1rH2h22USwpQ9HJTxKKccvKNDBgYoHlXirZUCil7dI2ma5x76ulcce5v+XbjV+zcsYuiWwIB2/ZWD2678XbKfp1CdietLVlEXM9bLBwkmy9y4a8fxnVXsnljO+WyFxlvGDrx6hinLLyWujqhrT1PeypDuVREVTUSiQBHHzqXP5zzW77a+j1NTTtJpdL/dzn+ioqIRKNxOem4U2TZiqx8srooby5Lycdf5OW0k38tsWhcamvrZdXynbJibVk+XyeydFVJLr/iHunZ0EeSyVpZ/vlOWbdZ5KstIl9tEPn4s2YZNGi4JJO1Muego2VTk8j3O0W+3lKUz78rysSJMySZTMrYsRNlc4vImqaSrN5elNWbyvLGW1ukrq5BBg4YJP945l3ZmC7KprzIloLIqm9F6ut6SSKelOt+d5tsLYlsLYrsLImsbxL5zVV/lerqGjnisBOkJesx+s1lkXeX75SXX3xDksk6GTpoqHz/dUnaxfMg2Vkqy49rd0mPHg2STNbKww+8JiXxOP60iLS3iPzpjw9LdXWNHD//FMm1dHnxFEXks89apLamVmpqe8iKj5dKUbo8SpqaRY6dt1CSiRq54pIun/iyeF4ijzz0hNTW1Ep9bU9J7eryeRERaf5xgxywzwFSnaiR5x95X3Yvt9/8gFQnaqS+rkf3iiKy/iuRUcPGSG2yVl5b/GI3y+CSiJx71uVSU9tDBvYbJLndWP1PP1kmw4aMkPqaelm5ZEs3rWmLK8cff7LU19ZLY8/ee1zTsrd3ytDBw6W+tk6+XbZsD/2UhRdITbJWGno07KGtWLpUhg4ZLg319fLFOxv20M8+/VRJxBNyxCFz99A+e2+t1Nc2SLI6Kc8+/nQ3LZMROXXBOZJMJGXWtNmS2rVb3SXvSF1NrdQm6+Tpu57v3pSOyGW/vlyq40mZNHGSZHe2dqu79KOiVFfXSG2yTm64pit/bVFENmwXWbDwPKlJ1si4URNl27quemUReent96Wupk4S8aT8+fqHOzW347zz5p0g8Vi1TBg/SVpanE7NEZGnH10u8XhCqhNJufvBp7rVff8TkYkTZkk8Xi377H2YbNnSdc6iiJx/6e8lFquWRCIpLz/7Q+cxSyLy3mefyYDBQyQer5aTTzpfpOyN059CTObPP07i8aQkk3Wy5POvJS2en05RRP72tw8lEa+WeKxaLlx0vaSli9V/+X2RCRMPkHg8KWNG7yXvvVuUTIfmiMi5l/+XVMVrJB6Ly++ve7rTGyovIiu++FKGDh8hVVUJGT1moqz+Ptfp4SQics65V0osVi3xeK1cdc2d8sNOj/Evi8hLL6dkQP9hUhWNyegRk+XJp3ZIquOas67IWYv+KlVVcamqissZp98kTRmRZseVLdmyvPPJyv/bHH8wVIVpWgwZM5msCoZPJxwKUtIMZuw9F8vyYdo+Ur4AWodtqRnUmDx9b4YOGo5hmDgBPxnVczRAAwI2k8ZNRzdM+g8ZTNYLJMQyVURXOGDOofh8IRr79SGrgM+nEQ3qaCoketUQCVcQrqqielADmq5hqh4OakegoaEGy9QZOGoghrj4NFBd0Ew44Ng5mJbFsCFDUfQOZEyBQSNj9Jk0i6Dfpm+P3tQ0aJ1IYFBTUWui9IglsE2TUcPHkMdbnzOAUgSOOvo4bCvAuHGTSfu942od7xkyIkIwGMRnmSQGDOnEyTQgUAlnX3gypqUxceKILgQODyebecTRWKaJbZn4o93dO+2GHpx/9tVYps60SVP36LfjzzgR27KwbR+7m3A2DIKjjzgU0zDoOWRQd44fOOP8k7AMb7nA3I3VHzl+NPOOOgbT0Bk+oTtnWFWj8Pvr7+1Ii7mnBfKoGTEO3Xe2t8bbULcHLnj+xSdh6CoB29wDqxw+diwnHjsfTdUZPH5PVPTKa+/GtmymTt/TLnfUtF74/RaW7WPA2P7dNNsP519xJqah0rdffwLR7nXHTNqLUMCHbmjsNWOf7uirAb+86Fr8fpshQ4dArLtf5ZiJOuGQH1UVRk/pYvF1oCYBv7p8IYrq0qdXD+KNXfVUYP8ZUzFMHcsymHvoPp2a0nHe3179FyzLYPTYkRgRo1MzgLnHjsJv+zF0lVHj+nSrO248nHrGsei6yqjh/UjUdJ1TBy648Agsn4FtGux7QG8UvDGhARPGjOHkE+djmDr7HzyLouqFVPwUYnLVZTdjmSaGqdIwqA8mXTbHJyycjGVbmKbGuKnDOll6FZg+FRacfjC6rtC3Z5zx0/XO4xrA2Rccgs8QdF3nyLnToeQd0wL6DxvMWaefgWkojJ40jnCjjQ2kOixgL7niGixTQ9dcRo5voCbWFSez9/5BDpm7P5oCPWoSjJsa99BvwFTgpIUTMU0Nw1DZd7+JrN3YRjHvUulT6dl/IP9u+Y+e+C3dwKcbBPUwquHr8GnxApzqIgkMVUMTwSipYCroBlgaVPorSAajKAi6KKgK6AYoLuiqQX28DkWEoO5D1UBU8Vh/RaEmnMTWTXymjQVIEc8aQhWq/GDqBraq4ra1ex4qeJbQfhuqEwlUVaOwrR1XV+kcuUoJKRnoCpR3NWGVPWxSV0BzwdQVTEWjkM2gpb21RgsP21QNCOs+LEVBy+bQ8IiCnyaBCsCn6xjFFGq5i65QAFsDn24i4pLbsK5b2+qAX3R0VaPth8178Oe2DqqqoiGou82ENjC91whsXSPyL/otFABb01DKRdTdYG0F6BONe+vPucIe5413bGLpqrHH4DSAiYOmej7xu9n2AtTGwVQ09D2mbu+8PX0RVNclv3XbHh70cctCRdDR94gtUIGpw8Zgqirav1herY6BretU+Hx7aCoQMAw0Rcg3FfbQGurq0TSdimJpj/MCBAwfugK2u7t7vTeBq6IQ8vvY/czehqKXMtIudG8PHWjsMRBLM6lkT69/FQgaNqamUKUn9jjvgP4VWKpGMJjYw1Nfw9vU1XQLu9RdVYExQ4ejaQYhK7RHH9TEeqKpOgpeysif6oA3iU8deQSKqFQajZ2BjJ3X1DeJqakoaGTavEDHn45vALZuoKo6AT3caRf80/9BfYagKSoVRgjrZ/UAEtFeoBroqkqlEcf+2YAtAjOGHYgh191vAAAgAElEQVSmaoT8Sfyad19Xmd5V11ZAxy4cftWH/bNjm8DQxv4YmkHEDJKwO6aKDj2Z7Iumqhi6QUyvpEfPIP6Q5kEC4X8RPPM/Lf/Oz4X/7b9IVUwiVTHpP3ik3Hj9g/LBNyIffCPy1rK0nHrebyQSrZZYPCmX/PYOWfaDyNJvC7Lky7xceN1fpd+I8VIVq5ZTLrpOXnxvh3y5SWTp2ry8tWynjJg0XSoro1LXs688/eYXsmaHyJfbRD5dU5DJ+8+VWKJGEnX1cvszr8k3m0vyXbPIF1tEHnrxG4nGq6UqnpAJBx8mX2/cJusyIt81l+SVT7KSqKmXqnhCBo6bLKtXrpHtOZEfsyJfbxC54NJbJBqNS0O/IbLwrIukNSeysSiytUXkzjuel+pknSRre8jM2YdJ3hHZVhJpEpHXXl0utfWNEo0lZODQMbJ5l+dW0CIiX367Qc699HdSFauWHr0HyC8uvllSxS7b2IdfeVti8WqJxhIy5bAjJbNju0jHz9yvt4ocvvBMicWT0mfkOLn8+hvl5+WW256Q6mSdVMVr5ODDT+imLX33C5k160CJRuMybMR4eeCBV7rpi667VeLxhMTjSTn54kXdtFeXr5HRM73MRBMOPlQWv/9qN/308y+TRCIpVfEaueCS33TT/vniMhk5apLEq2tl+syD5MPn3uumn7PoConFk1JdUyfX3HZ/N+3Rl16TQeMmSTyRlGlzD5Pn33u5m37Seb+WWMIbT+cvuqKb9vLipTJixDiJx5MydsLe3bTs5h/l9HMukWgsIQ29+smZ197cTX9n9QpJ1NRJVSIpE+fOFWntshooisiia2+R6mSNNA4YJmf88tfd6q58Z5nU9GiUqli1jBozpZsmqR3ym1tvlVh1rdT37ClnXX1tN3nZ5h0STdZKLJaQ8QceItLetTRWFJEr/nCvVFcnpefAoXL2ry7tVvezd1ZITV2DRGMJGTNxZjet0LpNFl31e4nGk1Lfq69cdtPt3fRnP/5YoskaicarZfYpC0VKXVYhGRGZd+6vJBaLS7+xE+XW+//cre69D70miWStRBNJOWzeid201Z+tlNn7HiTReLUMHTlJHnv0hW76ohtvk2g8KfF4tZx51e+7aS+sWCHR6hqpilXL1KOPlVRql5dMRESefHu7nHjBpRKPJaRxyEi55Pfd2/HvD7wk0Xi1hCNVstesgzpfd0Rk9cpVMuvAuRKNxqW+sb9cev1fJSve0pQjIlffeadEqmJSGY3LlCOOkKZMk+TEW6Z994edMu3IY6SyKib1/YfIyedfLJmcSEvJlTYRufbWv0k0lpBIJCojRkyUz5alZIcrsjkr8vGnq/73bZn/XxbDMETTdC8KtCrGvAPmQTRCe3OOlxbfTmtbCgHCkQiHzzqEeGM/tm7dxEuvPEWqvRWn7BIMBKlNJjlkznx2NW3ju2++5NOVn3SgUhp1NQmOOOKXtBZa2fDFUj5c/jGFQh4FIZ6IMnb4RGL9R7B91ed8uXYVm7dsBnGxTIvhk6cxbOh42rdtZcXK5az7YTUlcdEVhb7jpzBq+CykbQNfff096zd8TXtbM6qiYPttpu89j3BAZd3azaz78St2bt/oZd2yAgwfPp7+PetI5R2Wr1rOpvXf4YpgmjY962oYN2gUOdvmmy+Xs2nLRlLpHLqi4DcNpk6YTCDZSNOWjXz9zXK27WxCxMVvmgwdO5Yh/cbQ3rKVlV9+zdbtG8lkM5i6jj/gY9+DzkIvrqe9JctHK1fQtGMTCio+v49x42YwtL6WXYUcnyz7lG1bNpDNZvDbfoIVFcybOYtsKELTjhbeee9FWttSns2E7We/WbPp338QP25YxztLPmRX8y4KjoNtGETCIead9CuyTRtp2rGLVz98h0yqBQRC4Qr2nbOAXtU+du3cyivvL2HX1g04ToGgP0gwnmTB/nuT0Qw2b2vhjdcXk0pnQITKYJDpY8dTXdPAhi0b+eyLpbSmPATVNg0qKgIceNA80s1baNuVYskXy8mk2wCFQMjPrP1PpFfMx8aNa/lgxUpadm6lVCzis30M6j+IKQMHkPb5Wbr0Q9b9uJ50OouhafgskwP3nk2830DS27bx+luvsXX7dlwgYBoMmTGTaeNmk9vxIx8tW83a9V/R3tLkjYuAn733O5ZBveKkWnfx0jvvseGHb5EO9HVgv0EcOG4khVgNS955nS/XfE02U/AS3wOHHXkUdcNG0r5uAy+89CwbNm3wxo2mMWyffTlgxlFIahOvv/UJ33y7lFTLThQR7KCfg486n9EDKtnZ3MqTL77Ipq+/oOS6+P0hhg8expGzZlGsifHKs0+zcuXnpNo7Pq9psGD+L6geM4bcj+v52wP3sHXbDkRcfLrGtKOOZv/p00ntTPGPxc+x5tvPyWVz6KqCL+TjpAuvpyZQYsu6zTz2/LM0dwQD+vxBps+ey/5jB9GMwqNPP8mP36ym5BQxdJNAKMRFJ5xAuVcj29Zu4OEH7ibVlgGEkKFx7HEnMGrcVNb98BWPPvYwm7ZswwVsU2finLnM2Gt/lPRWFj/3Nt9/u4x0exuaquEP+jjiF7+mMQZtTSkeeOZpmrdsQMolLF+AcWOmcuCEUezyBXjh+edY9+0qSoUChqphWzYnHn4ses8GWjas58WX/kFbW5qyW8YydMbPPoD+/Sfgtv3IG2+9wfbtm3Hy3sa/YZscePhZVNkpdm1v4a0l79HWvBMpu1iWTUNdHdNHTaTN0Pn0o/f4/ruv/y2c8z964tc0TTTNQxEN0yJWGfWyGZWKpFLtFJw8oOCzfYRDYXRdI+8UyGUz5At5yuUSAV8Qw9TxByI4joO4ZdpSrZRLRTRNIxAIEQqGccXFyWdpS7dTLpUBIRAI4PcHvExgpQK5XI5M1gvP0HWdYEUYn2UjUiabzZJKpXHFRdc1/KEIPtOHIiUKhQL5QpZcvgCo+Hw2oWAFhmGQz+coFByy2RSiKBi6RWW4AlPXKJRd8rksqXQKt6xgWgaRiiAVlp9MuYTjOOTzObK5Arom2KZFJFxJWYFy0SGXL5DJpHFF8Fk2vkAI27RAymRzafIFh0Ih74Wk+/2EAhUolCmXXVKZFNmsx1Tbtk0oECJgmeRKJQq5jvgBx8E0TAzdIFFVRaFcolx2O/j0LAAhv49QRQRF0Sm7RTLZHNlcBrdcxjQMTMtHMBhBU8pIucyutlYcp4CCguULEqmowNB1SkWHdDZNvpDFKZSwLAvdtKiprCTjFBHXpT3dRj6fQ1AI+nxUhMIYhk7Bcchks6SzWcQtY5sGhukjEAx2YIHQ3NZKoVBARPD5QoTDISxDJ+8Uyeay5PMd3vemTWWF1xYFV3DyeTL5HLl8AVVRCNg2wWAQRTdQpEQ6k6Wtvd3bR7J8hCurkLKLoetksllyuQyFosd6m6ZNOFSBoSuUXcjmUh1jCkzD63uf4aOoCPmcQ8HJkcvlUBQV29QJBCtQNB1VPM4/nW4HBF03CFZEMA0LRVxyBYd8Pk2h4N0/lmV5baV7KGI6myWbSQMKhqFTFQljGzb5cplCvkCukCWfy6FrKrZpUlERQVQNRVxaU17ciaqAoRv4K8JYhoWqCJlMllwhT7Ho9a9p+aioiBAMWGTSWdrSqQ6Ov6MtKkKE/DbZokIm095hl1zGMDQs0yJSEaaEQqlYJJVOU8h7+QcCPptQRQRN0ymVimRzaVIp777VdJ2KyiiGZqDh5WrIZtMUHS8myLJswpEYGkXKAm2pFPms90AxTJtwKIBlWDgChVyWXD6D45TQVO+hXxEKUVYUxBUK+RzpTAYRzyE3EApjGiYKZXLZLNlcjnK5hKBgmRb+QABD13BdSKfbO2JHFAzDwG9bBH0+HBHy+QItLU3/hzl+FFRVQTNUgsEQB845kv4DhlEVjaHrhsexqwrBoM2cQ4/hqKPOobauDlWzOrh3HctvMnLUAI6Zdyl9+/XGtGw0TUfVNDRdY/DgBo77xY3MOOBIfMEKj9NXFDRdpWevWg48/HiOnn8WkcoYpi+Eruvoho5lG0yacSDnnncTk6ZOx7aDXhpFVcEwTMaOmcyCU37PAXMOIRgKYxgWutZhfFVZyakLFnHSiQuJxqqwfD5UVcVQVSzLz1FHHsE551/D2MmTCAYC6LqBZSuEQjb77T+VP91wD7MOPJSKYMgzhtMVDNPAH/Jxxtm/Zt4J5zJoyFBMK+DFDqgKlm0y5+DDOfWMO5k4ZSymHULVNTRdRzMMwpEIC05axEEHz6WmthbT7GhDTcUwfBxzxIHccuXN9OvbF9uyMQ0dQ1cxDJ1oVRXXXHINYydMJhGrRNUMdF1D1VR0v8Uhhx3PCSfeQs9eXt8Yupc+UzV0YolKDp97KaNGD8b0+7FME1VV0XUVvy/AQfsdxJmnnEs0FsE0DG/fQVNRVYOKiiDHn3AcPXvUYdreqq+iaB6rbxscd8wCjj/hBnr0rEFRrY76Cpplkqyt5Kgjr2P06P4ohtkRSwGqpmJYJnMPOohzTruQyqoIhu59Vk1T0TSN8WN7svCk46nrUY+id3xWRUHTFTRTYerUWQwdMZ5IVQAUHU1T0FSv72PRaiZMPIrGXpWoite+iIuqqGiazujR/Rk6Ygi238TQTFA6/PZVhYa6CJMmT6AqGsPQFQQFVVMwDA3V0OjXOJBeDf2x/QZKR1yJqnlxAn5fkL69h5OI+9GUMoaqdHoaKIpGQ0OUHg1RNN0bhx4NISiqQlWlTe8+jZiWF+uAdIS7oCCqSqSyGl8wjNLBmSuKt9btAj47QEW4J4aldcY6gMfvK6pONBrBthUUXUFXpHN3RlEhHPFRFYvgug64JRQ8Rh8AVSUcqUBRlQ6G3stN8NMbDMuP7YsgCpTLPy1pux6rj4rPDqJoXoIGVdE6P5SiGfgDCpZfp5DPoHWYmHjxAYLPNqiKBPESfHt4qRdPIQgulh1E0y0vb0O51Lm0ggKapmFaERQV3J/5Tamq1x6BgB/TMnHF2+9RFMXzG1KgoiJIpDIMKmj/2qrqf1b+nXWi/+2/iopKiUSqZMiwcfLos1/I+5+n5d2lzfLGh5tl/vEXS6QyLvFErTz+3CpZ+q0rX60XWbKqIOf/+m/Su9dAicaS8qeHP5QlqxxZsV5k6fdleeN9RwYNGS+xWLU09h0i767MyudbRFZvFflklcjESXMkEa+RZE2jvPO5yJodIt/uKsvH34j85b7vJZGol2R1vZx24R9lY5PIuvayrE2LPPlaTmpqGr3UfvseIz/uENmaF9mUEVmySuTiax6URKJWBg0aLU8+vVlSrkhTSWTdNpEnX/xEqpP10tDQR35/42LJiZdybofjyoo1Kamvb5RYvFYOnbtAsmVvrbS1VJb1m0Wuv/ZJicdrZMiQEfLmR99KSjw9LSIPPrlLamsapDpRI4uuvrdz7bEgIq99KnLcwsslnqiVqVMPkQ8+6sLqiiLy4COvSHWyh8TjSfnLzW+LSBfquWzFFtl/v4MlHkvInDnzJJ3qQkhdEfndbx6SRDwp1YkaefClT0Wki+p84smCjBm9l8TjSTnmxEXy0efe6z9hnWed+yepSfaQZLJGnnumtbNuWUTeeOMjGTxkpMRi1bLwpEultJtd9KkLzpVYrFpqaurl+Te/6HzdFZF7/rZRhg0ZLdXVdXLqL2+Qz7/p0kREjlt4pSQTNRKP18hTj7d31i2LyDtvfSojRoyUeDwpxx1/fjessrVNZOGCCyQer5aevQbIE//8qLNeUURu/tMqSSRqpLq6Vg6cc2q3437wmcj8Bb+TeKJOejb0lZtufF3K0pWq8OnFb0p1sk4qKxOy18z9pS3fddz1m1w59dTzpKoqJjW1jXLlH58Q6dByInLPvaskHktKNFYtY8bO7OzXgoi8+4HI/GMulKpoQurqG2XRJXdJvmNsZETkgdsflkS8Wiqr4jJuwhRpa/UaKicin72/VA6fe7BUVsakOtkgV/zmDhHpwBCLIldc+SepqoxJZWVMpkw7VPId15MXkb/fs0RGj5wkVdG4NDb2lxv+8Exnys6WjMgv5v1SqqriEo7E5KijT5Dt7V0W5H+56TYZ0L+fhMNVMmDQYLnzgWc6x+P360SOOnSGhMPeeU888QJpKXnajlaR8391iVRWVkokXCVDho6XNW3e/dGcF/nTrYtlyKAREo5USnWyTk47+2ppKnRgr80ix8ydL+FwpVRURGTypImypmOLplVE/vD7W2TwwL4SDFVJsqZeLjzvKskUPcvm79eLzD/2EKkIV0o4HJVRY2bKqm3e/tzaXSJXXvZH6d2rj4QqIpJI1MixJ10lG1pFduVFvljrytw5x0lFOCqBQFgGDxkjHy7PSlOTyF8ffFP+eP0f/m/jnD5/CE3XqUwkiNXVY9t+dMuPFaxi8tR9sS0TKBOtS+D3KeTLXsTd9GmzqEnWo+sKPXomUCwN0wBNV/HVGvRu7I2mqYTCAUJhH6ZSwGdDoBqGDh2GbhgEgz6qYt7T1TJVKkIwbloffH4L0zTo1bMSvQpMA6RUZthwm4pwAM3QqU7GsKPgFIuIAZE4TJ0yHE3XCAT9DBhVi+OWQQUlBP2GDsOyLBRdo9/QvpTxdv39hkI4FiQUrkTTFHr27Y3T0WOapuKrhWkHzcG2LHwVIWI9agh21DWAffeJYpheZG7POo+i+AknmzwGZs+YiKmrxKIhxo3swup0YPzUceiqYGgqEyeP8QgjPKJn4MgaJk2dg6KqDBw8BCPYRUgowOFHH4umG+iGzqhBDUAXrXDUUSajR41C11UG9+3BqA7n3p9oh8PnTsXosHTeZ59wZ10VmDB+DAMHDsYwTKZNnoS2m130vPm/xDAMVF1j8LAuC2QFOPmkegYMHoahqTT2qGDIgC4N4KjD90XTFCxD45B9uqwwVWDsuOEMHjIMXdcYOXRgN5okXAEnHHcqmm5QFfYzqH9dZz0dOPO0odiWhaapNPaIdBqtqcDIMTD70L3RNQW/bXDEQTM6MUOAUVPHYRneUmfPXp7t9k/HjdQpnLLwAkzDxO8zmDysF9CVUu+Ek4dimCaqlGmsr+3sVx2YPAXmHnYgpqHjM03mH3ZMJ8JoAXMO3hvLsjB0nb69+xAKew1lAmMmjeWow07FMnQqgj722msy/DTmdPjVeedgWhamaTKoTy+sjmPqwEmnTGLKlJnouk7Y5+P0Iw7vRCsjfjjmhKNRdRXL1JkwbibRkAdv+YEjD5/L8CHD8flsksk6Zk6eQr5jPPZphMmz5mNbGoahM23yRCwNnEKBWBiuvNhzQNV1lX61dcQroJgvELHgnAsOZfqM2Riajt80OWne6RSdDDpQXwknLDzNi/zWDIYMn4KqpCi6LhXA/GOPZfio0Ri6QqQizLRZe1PWwQc09oTTF/4ayzTQNYXBvQZQUe2Nt+oonH/JeQwZMgLdMAj4Q+wz+yi0AJim0NhL4fAjDsUyVCzLoLqmBz16+lDCcOz8WRw09xj+3fIfPfHbPj+WFaBPryGYpnczmoqK37Tp0783um7js0PovihlERTRCFf4CUcrmDr7KAzdR2W4hpDPCzHXTPCpsP+hJ2AYNj3rB2DaZUzVQnUFXWDOYQsIR6JURmu89XrDxUBQKBKwyzT2HortC1LTsz/lIuioVPg1DN1lwtS52Jaffn09Pj3o0wkZUBGCAQMHE/SHaEg2EAyAomlYCoR8EAv7qE3UUhmKMKC3Z7kqQF4E24apY/bCZ1mMHDQLE29gWYAlMKivH9u26VE/iOpY9wlLsUokEj0xLB+9+3VZ8+p4Py9nz90by/TRr/8gzN24vJ4NVVRVJrB9fgYMDlEqde0F+YHzFpyOZdpMGXUQu8NlvfsrBHw+TNNHXc/uPvFF4MQzf4mlWQwbM3QPhHHGzFGYpg9NN7F2syIOhgxuvOJvWIbGuBEzALjl1rs69Vmz+2HbNqZhUR/vbidd1OD0M89FN0zGTZiwB8d/6JwJmL4gpmVjdLeCJxC0uPyC2/GZNuNHHcjuZcbeg/DbPpK1fWjo0z2+QLWgOlmPbZiMmTKBnz+rAsCCQ8fh8weJVlXTOKA73No7GqJnr/4YlsbEkft1Q1/DwKiJPbFtH1XRGEMmdLH6P1l6J2u8L0ujJo3puh68/j/ymGlYvgCRcBUDBnXFAGhAtD5JsrYHhmkxZPiMzj5SO95wyPEHY9gWFfEk/acN7qynA0YUgqEQhmEwdp/pQBfVXAJOv/x0LMtHXa9e2I10susAMw+cjD9YgWHoTJy4LxoQ7NCqezdw2kU3o+o60XiC6r7V/LyHTzn3VHTLxDAMBu8zFR9QYVne3klCxbBsT5s2kQgQsT0tC5x6xfkYlkUiXk3PAQmqgoHO697r4Mn4AiE0XWH42JnU14YwOvJlRHvUcMoFt2JaFuF4kv4TR+Ony9Z52KypGJaNbugM3Ws8ceny8jdCsPCiS/BZJsl4nP6DehDSPaRcA2YffxC6ZaMoCnvPPATDV0LXwFaEL9v+24y5/235j574y+USTslh5fIPWfvxK6B5fiZZ12F7cxvFcpFcIccXby7GLSkouktJoCWbZf3G78kXsrz7whM4rVAsKRRyHuf+xerPyTsFVq/+jExziUKxTLmsICX4ctUK2lPtbNm8ns0bN+LoKiVFwfIZ5FMa27b8SEuqhWeefQinDUSDdEHQUVn7zVIcp8ArH71O+652UlmFbAkKOVi3+nNyxQJfbPiOx567H7Xo3QilAuzcvp4duTS72lq4+baL0B1vfdRQFJxiiS+2ryedz3PP/ddgFelMYFFUYM22FtqzWVau/IhH776fAl3rq6WCTlPzVhynwN8fv4fUz/bxtTJ8+e5S8o7DW8vf48nXuqdDTm38gVSpQK5Y5to/3EDgZ37+LmWeWfoihXKR/4+7946SrCz3/T87VOzqrqqu6urq3NOThwkw5CCSQQUVAyYURQznHL0m9BgOHA7qMSIGUIJIkpxBZGDIDMzA5Bx6UufcXbl2fu4fuxloxt+991x/dy3Xedea7pr99Bv2fsPe9e7P831+fctVrF0xUy1wNKdStW1My+Sum+6boaIYANa8uh7b87j7ifsYm5iYkXf/hjewXIdStcojK2ZK87p2kcdX34thW1x3678zsXkT3/rmlw7Ze8cdTNvCsi1evOfRGXmDwEuvr8W0LW598C7G8qUZ9s2vvYFt25QNg3sf/fPMgVgZZcVrd1KxDW657WremQYLgmGbHDiwh0f+9MAMWxg/lq7lujzz0tOH5e3duRXbsRgvTXHXQ7e9w2pieibiCS+9dLgUrwe44pHLTfL0bXcfVq9nmziey9oN6w7LWzywA1yHQjXPc8/f/Q6rBSqIZ9O359XD8uKA67jYxSm2PDzznGoABQXPddjz+qoZtiBQ2rQZ13XIF8Z4dsUzM+zGVA+aeIjAnq2Pz7DZQERGURE012Rg9cx2aRYENR3P8+heMVPvOQboqgYiDOzZhYfvIwP+Q4xs3YjiOpQrBXZteXlmnIDiEAq+ds7Y3pcJwSG7CqjGECqCW85x8MWXcIHV2wYZcyAsoCgqInBw6wZsxb+ZKPgPb/kBP0TpVClHbugV3vQx1YFK/34URcHzhH3bXiDu6VSq4KoKJx0/M87B/036h174q+UCtlFhdPgg9/31HrwpKNlVxPDYsfoFXNvAMsrc/+AfMafAM8GpmOxZ8zwbX3sG2zJ45IEbWfHXR4loChE1iFaE11/6C5ZRplKY4KkHbkVVNfKGi1GCp5+8A6taolLK8+Ij1zK1v0TZFApTsHdXD4XCOHa1wraXnmDXvm1MlcFyFDbt8Ojr34dpVOjdtIbnX3mefAkMG3Z22zz9+isYpRxTA/t59uE/smWPL8tczMOGrdsojQ9TKeZYu+YZVrxo4npQMF3yfT0MbF+PZ5v0H9jBXfdvIWTDFBCahFceehDHrFCaGuWuW34POZi0bRxg3Us9lEt5TKPKhhVPsLt7P1WgBKzrhrsffQTbNhneuZUn776OfWP+V2sD+PPK56jmJ7CqZZ555h5e8hWdKQGDB/t4/rE7cEyTnn2bufrmWwD/6Qng6bvuwjUrmNUSd9187SEHMAd48WV44qHbMS2DjSue4NbrfoQ5XacF3ProCoxKCc+pct8t19Mz7k/6CrBjxxbWPPtnLNNi9eoV/OSehwAOPb0/c/cduJaBWSnxm1tm6vW/8PQIzz54G5ZR5o0nH+S+3/8QA/98HeCG+/6KUSni2Cb3334je0f9civAuv3dvPLSPdiGydqNL7Bi5fT4nC77+XvvROwqxdwYt9zw2xlten0NTE70U62WWbtyBbuHtmFO1zlchPtXPotRKZAbH+T+e/7A/hH/ad0CRsYHGDywF8uy2Lx1DSun631z4Xn27ucwjTKlfI6bb74OeEuDfttumMqN4NomW1a/yN6RPYdiLZjA/atWYZhlcpNj3H7PH+ifmpbVBgrlSfp79mJbFq+te5HXNzLjnP5y98N4rs1Uboxr//CbGdf59TU+jWTZFiv++shbEamAkTLc9cKLWEaJgwf289zzd1KYvhYm8Nq2DZQrBRynygNP/pHd/dM3N0Bzyjz44PUYhsn2HRu45va7Do0pgMfvfZpKpYJhVLnxtutntGntejCMIpZl8OqqZxmYrBzSxu8vwO0vvoTpmIyND/Pnu3/GRNVvTwV4fsMaqpUijm3zzCuPsWaLX2YZMPN5nnz0JgzTZGh0mN/eehNBYN7iZmp0+MsD63CMCrZj8cLKJ5noz2Pjz6H1O+GBh27Htk3GRwe554Hfsu+gX27RhefWvIJRKSCew5qNL7NiVY46D559aQ/G8Ah/b/qHxjl1XZeAHkDVNEKhEIsXLsHVQ5iVMgN93eTyBVzXI1ZTQ9esOcTiKfL5KUaH+ygU81iWQyQcprY2Slv7Egwjh1kt0zfQh2XbfiDqeC0dncsQzaGSH+dgb3bjRGYAACAASURBVA+O7UsKx2I1JBIZkg1NVIoT5PN5JsaHfTxL00g0tNDS1oFj5BgfyzE+Nozj+OXWpdMkElliMZ3J8QKF4jjlfB7P8wiFa2hqbSFeG2NqskC5UiA/NYHnCZoepKk5TX08jeF4TI6NMjkxhut56LpOOpWkKZPFVHVK4xMUijmKpSKgEA4GyDS2EKlL4pgVJibHyU2O44oQ0nXi6Sz1ySyhkMPIyBS5/DhmtUJI11D1CM3tHSRqQxSKFUZGRijmc4iApodpbUvRXJ8lZ1oUxsfIFfKUKxU0TSccCbN4zhwKnoJqVxkcGCJfKuB5HrFwmGxzJ8lUC4aZY3R0mFIhR7VaQVd1gtEaOmctJBpxqRoe+/Z3UynmURSVQDDK3HkttLfOZXxygr6DB8jlcxiGSUAPEooEOO24I5l0dSq5EgN9+5nKTeE4HslohIbmdmpq01hWgeHRMUqFPKZlEAoECYUjtLTNRtdcTNuir6+fasV3mw6GIrS3t5BtyDBZKjAyOEypWMQ0DQK6TktLPR2tbVTcIKO9vVSMKhNTvpBeKKDT2t5JqmkWjpmnr7eH4eEhPM8joGrEM1lammYTr4OevmHGxoYo5fMoKGiBEIsXt9PWPpeJXIWe7j2MjAz7fa9ptLalWNi1CCcYZbjnACOjg0xMFQEhFAjSOXsBcxcuxyoPsnPXbnp7e6dF64LE040sWLSc5myYHdv30d93gEIu5yuSaiGOOnoORyw6lonJEpvWr2agvx9BQdc0FizMsnzR0TjRLPu3vM7+3h4mJvM+/hgIsPzI45m/7CTGR/axZctqenoG8DwhqOo0tHZyxBHn0ZDJs37dZg4e2EO1XEXTAuiBMCe86xRmz57F0OAYa159iamJMUBB1UIce1w7Rx95KgPjZbZveJ3hkUHyBQNd04jWhLjg3DMJJduZHDzI2nWrGR6dQAQioSCLlx3D3NknY1i9bN68ioP7+3E9CGgBGltnceSyc0g1Vlj3+noO7N9LuVhGURR0PczJ7z6a+fOW0j86xZqXn2VybAwR0AMai45o4pijTmGs6LFj41pGR0coFstoqko4FOLo5UdR274Ia2KQ7VvXMTI66b9MVRQaW2bR1XUcoUiO3Tu2Mzo6ekiGOhiMsnDpPJqbWxkdy7F7xxZKOT+ehKYH6OyI09Uxn6IdpG/fTvYf7P27cM6/f7Po/2ESETzxEFdBBAZHxvAQjGqZquFMa6/7Msr5koHpFMjlRiiVTVz3zTfYHrYL5YpJoTBBtVLF9XyJV1EE24FSuYrjlslNThx66+2JH1LRcR2MapmJ8VFf0lYETwRXFMS1cS2DcqlEtVL2ZVt9QVvEcQnqHma5iFkpgGX7KNm0bHE0BAouZrWEa9u4Hnieh6748YFVNUSlNIprW28TIPBlZy1Ho2KWKVWrmLaH64GiCh4qoujYlodRLWKZpv/EJeCiIp7g2A5mdRKzUkSTad7YgZDqIXaF/FSFYrGC2Dae5yNymgq4Ho5tk5uYoFKp4E5LzvryvMJErorp+n4FpuP6CB2C7QmlahWZGKVSncSsVrFdD0HBQUH3XEqFMXJTJtWqhdg2IvjondjkJ0vsLe4kX6lgVMu4ru9noKouihdg2+4eDMfBdVxM08UVFVGg6kKpamC7BcqVCSzTxvH8bQTb9QiKR7Wcx3ZMKlUD1RNk2g5CtVJlfGSE8WKRqmHguS6eJ4hAqejS3z9O2bSxDZOKaeGJgu16qKrHRC5PrrgV17ExqhVc18PzXETAMiqMDu1jeMClWjXwLNsfcwiquIz0TzE2vAnDsXFNC8cTPFfQVI/clM2WHbswPcGumpi2he14BAM6lusxNDzA1OQYlm1iGqbfZgEbB6NSpHvb6+zboVKuVBDXme5fUFWHfbv6GTgwTtkycU0/XoKIjzEODhQZG1mD5XnYpoVhmli254cv1AJs27uL3fv34DgW1aqJ4/j9aynC1NQ469+4H89zsUwLy/B9PTyxUTWd7evXsnPjuulgJwau5+F5QkhV2bNjiL7uhzE8sC0Tw3ARz8NTwDFNVr6wGtTX8FyXctm/zqBguy579mxn7949IA6GYWDZ03NHHCbHB1n18t3+/y0b27R8KWRVxROLLeu2sn3jDizH9eeQ50sla6rCwX15RvpWYopgGSa2beF5PvpqOR5btu+BHXsQz/XPx3X9vJpObnKUbcVnEFwsw8SxLDzXA1XBdS16ug/St/cgtufhmtVpiRoPcWyGh6pMjW/HcF0857+5LPOPfvSjqzQ9SCCg09jSwpc+/wOOPPEsVF1jbHQQ0zRQNY10UytfvuwKPvixb2DYU4yNDGLZJgIkmztYvPQErrziMfRgHseGiclRXM9FVXWWLX8XV/zwfo499UQmx8YYH+7DcR1UVaFzwXF88tNf5SOfuoxKIUelUiFfmPL1y+sSfO6yb3HxF79GZ1cbgwf6mcj5EZJCkRgf/OSlXPbFr3Hiu0+id/dBzGqFimUSDIZJpJu5/Irv8P4LPkJ/3wRWpUipUkLXA0RidXzuC1/gX775H8yZs4Duvbsp5icRRUUPhTj3vR/la1/9BieedT69+/ZjWAaVaglFC5BOZfjuD37Oxy75PLF4DYMH+imUcqiqTqQ2zsWf/2e+/a0f0dKZpKd7AKNSwPJcArpOsrGFf//RVZx31uno0RS9+7oxHBdFVYjGYnz8U5/jK5deQnrWfA7s6cZ2bEzbJhjQaWpp5Zqf/JoTTz8Px3EYGuyjahroeoC6+jRf/er3+fZ3r2cqd4DhgUFss4rteYTCEVKZFv7zpz+nvaUBVQszOtCHOa1HXpdI8MlPfpzLPvoxrHCE/n3dOJ6L43mEQgHSmUb+7atfpWPRUibHc1SqBrbrIAi1oRBf+eYVfO+KGyiUezi4Z/chrfNoLEYi08qvf/M7OlrToEcY7u/Btv0AIbF4gi996Qt8+ZMfo6KHGOzuxhYXx/UIBlSWHLGUL3/2MloXLWDv7p24noNpWSiqQk0oxIUXf5b3n3s+ZcNganyUqmH4vgXBIEtOOJmPfeAjZJuz9PcexDFNbNdD01RCkQAnnnAaF33wPThqiOH+Xgzbl+4N6jqtzU28//wP0Dp7Ln0HDvhOh5b/YBDWNI46/UzOOvZ4ihWDUrFAxTRBAT0QoLlzDiceeSLJulomJ0ZwbBvLdf14FkGNeZ3zedeJJ1FWVUoTY5iuv1CGgjqpZD1HLTmSaLaZwvAgoqrYrs+aBzWVecuPZ2HnbAqloh9q0DRBVQkGAjTOms3S+cfjWkUsx8K1LVzPQ9U0wuEAc9vnkG1souKYmNWK/01c9Qm8hmSKpR1zKQYCGIU8rifYjo2uqoQCAebNW0i4LolRLWPbHpZtoqgquqbROGsOC+YdRaEw7j/sWKaP+Ksq6UyWuW3zcF3fmcyxHWzXQVV8R7mmdIb6ugQWgmUaWI7PYmmqSry2ho5ME1YohFMq4njgOC6KohDQVZpaO6ivT2OaZWzbxbL8PtD0AImmFmY1z8K2Kriei237DyOaphLQFbINTSTq4liejW3amNO7B6qikIjX0pJpQonGsMpFqobx31eWubm5Q1KpjMyZs1BuvfMFeW23yMsbCvLMmjH5060vS6axWVKpBvndHx6TdftFNu0VWbPTkkcf3S2nvOs9kk6m5T9+fIe8vkVkW7/I690iL20TufDCSySZykhb6yxZt1tky4AnO0ZFNg6I/MuXr5S21g5pbemQTTtE9kyKHBzxZNeIyKbdIp0d86Qp2yLvPffDsisv0lcSOTApsrtPZNGiZdKYaZKlRxwpe6dE+suO9OVF9g+JPP74q9La3CYdHXPk4Yc2y1DFkzFHZLQssnHToLS3d0lTU4t86Z++LZOWzwnnHZF9faYsXXKMZDNZOfrYk6Rk+VxzVUQGqiLrN1vS1NQmXR2z5YabHj0kVVsVkeFJkdmz5ko6lZGLLvikGNOMuCUi5arI3Tc/Ik2NLTJ/ziLp3liewflvX7dbWptaJZNpkR98+4fy9jTVMyF/+s2t0pRtkROOPVG2rT8g9tvs3TtK0tLSKdnGZvnZlb+ekVccka9c9lVpbMjKGWed74PNb0tP3/OUtGSbJdvYJM/dO1NPZ3LdJvn6JZ+VpkyjnHvGWTK4efcM+xvPvCIdre3SmMnK9T+aqQMjIvLpj39Oso3N8r4z3iMz9KBF5K93PiJNjVlpamyUlQ/M1B4qrV0r/3rZ56WpsUlOOv6EmRkNkTVPPy/ZTJPMau+Un3736hnm0TFbWlrbpKEhI8sXLTlMpvqWm2+XbKZRZnd0yc9/MFOrZ+tzK6StpVUa0lk5ctGiGbaBSVP++pfnpDGTlZamVvnchy56e5NkfCwnHS3tkkqlZW5bqxiT/oV2RUSmcnLLb6+TdLpBmhob5RtfuORQXltEtjzxpGQzGWlqaJRF8+cfcixwRGTkYL/ccp3P+be3tMvnP/YJ3+h6UnFF1q3fJpnGJmlIZ+ToxUulVKiILSJlT2RoqFcu/cwlUl+fkpZsVn73w+8faq8pIn/45S+kIZWSVH1aTjv5RBF5a6w/99jj8r6z3yOp+rTMam+TX/zb96Qgb/ktfPMbV0s61SD1yaS856yzZcz2h1ZVRJ546mnJNmalPh6XIxcskIGDfbJ1fUle3V6Ux1c8Lxd+/GOSqItLur5evnHpxWIWfc4/LyI/u/rfJZ1MSjKZkkULF8po75BMeb7tsQcelAvO/aDUJ+ol25iVSz5xsQyUfJ+GSVvkpz+5WVL19ZKIJ2Th3PmycdtBGbN9/a7Hnl8lp5x2piTiCUmnUvL5j14g9qTIiCPSa4p8//vfk0Q8IXW1ddLV0S5D3QMyWBLpt0QeuP2e/94cfyAcRg+ESKQzZOfMQ3VdAlqAaChJsqWFULiWQCBE2+JlKLZgu34Ys1BjhjM/+DlCkRq6li9BidqENKgJQCwG53/iK8TCvsu+FnWIhSHoeoQEzr3oYpL1WQLBIF6dTUQBiSqoOrgBm/mLl6EFAsw97gRqVf/lUzgEEnY57byPEoxEaJ27iLAGwaBKXQ2oYZvO5ccRS9RTl0jQOr8TTfPQNXB0l3hnE3MXLSMYDHHk8WcRDPh7cI4GieYgZ3/wE2ihMK1dCyDg0xEeEAtD81ydaKSGUDTGwuOOOKQAqAKxJLR2zSMUrWHO0cceQuoCgBqG0z7xXoI1NWSbWqnriB7i/IPA7KPn0djehRZQOeakc2b0S7y9nrM/9VkCkQizFi2m7ajOGXuGbQtrCIfDhEJBln/g3TPy2hp84TvfIhgOM3feXKrvkF4+++PnEYnVogUCzD7ptBm25NHLuOwH16CHo8xbciRNS2fKHB959imIqhIMh1j+sfNn2Fzgy//6r0SiEeYfcyzmO6Qhz7v4g4RjtYii0L545tZpzTHH8Onv/BhV1zjiyONmZgzBsnNOJxSNoIeCLP/AWTPbnNZpbe8gFAwyZ+GSmZKSwKWXfYZoXRzRFI45/bMzbIvPOJdFRx1LIKTROKtrRrD15mSQd7/vDELhMHowwIkfuvDtTaI2HaepvYWa2lpau+YTSvoXWgVIxLn0q/9CTV0dgXCEk8741KG8OrDk/PfStXAxBIM0dczCfNN3BMh0tPDxf/kUeiiEHgpyzmem4+aqChEVFi4/gnhdHcFQkLmLl1JTG/GVYBWoz7bxbz/7CdFolNp4kjMv/NohJdog8OVvXU40nqQmFuOE087DwaduwsAZ77+A7/z4evRggJr6FGf/09eo5S088ke/uoJQOEwgFObdF7yflO4r14aBd593DolkgkS2mXhjC/UdrSxeXsNJi2Kcfe7pfP/HVxOJhKmJJzn5gq+gxsAwXeqAf77iKsK1tWi6SteCRYTasoQUv+yzPvJhvv2T3xIIh4hEo5x38aWkavxzienwma9fRiAcRQ+H6Zq/hFnzO6jVoTkCp59+Ml//7rcIRSLU1NRyzkcux0pCQoNsEL7yH1cTidWgB4K0dXZBNkMwJMQDcOrFH+fvTf/QC7+qaIRCUSLBGqJODaqq+Zx2UKiJ1FMXSxEMRolKDWoAggGNgOoLg81vno+iasQJUx8LIIAe9B2yWhtmg6KjqkFiio54CsGoigYkk3NJp+agKEFqCGAiKK74/HwoQFN2Oaqikw7EsfDlix0PIiGN9pajiUQSxPS66Qh0ClUbgpEAgRqdhkSGoKKhmnWEgxqeA6po6Bos6DoCXQ+j2rFDC3cQn7c/auFyAlqQkJfwMb3p66MB9RGFWCxFQA+R1hvweKtTVaClxc/bFK89VOa0cztBNUgsHCMSrMF+E8mZTgLMys5CVwNElcxhttYUaKIS8uqIvYMPUIF4XT0qGk3aTBhfA+Z2dqCrAbLh4N+UE07EkgQUjaR6uBTxotn1BFSNluSsw2w6UBOOEVBUZoXTh9V70qL5aEqQsDNTevfNeuORJEFdpzP+DmF8YOHcRsJ6gFRty2E2DaiNRokEQswKpw6zLV54PEE9QFPs8PMBaKhNEtaCdCQOL/uUI44grAdIxzN/U6a6tqaWsK7RVTPTm0IHlh91HAhkamr+Zr3JqM+kz2k5PMbAMbPnENIUksn6w+oNAjXhIOGgTmdy5tjQgdbmRjRVpbXWv9k4b8vXlG1CV1XCeojOTOYwP450bRzHccimWw4T1z52+SxCeoD6eIx4aOa1DAB1sQCaAp0NqRnl6kB9ugarXCQbjR2im8Dvnzld8/zYGorKkrZmBEiFtEPl1kdj6FqAbLbVl3hmGrcGjjqijaCmEg6HyCb8OBBvIpvJMNTFwugKNNbG8HSfUHtz/i0+apm/rQUc0ZLBEf8BRZjWAguE0DSFZCpNIKCza1cRG7Bnqnv/X6V/6IXftmwss0h//w5uuvW7KGXxgxt7Hjt3bKJcHqZUmuB3v/kGklfQdXAcmBwd5Ymnb6RSyfGbX32H55/ZiApYAmJ4PP3876lU8+Ty/Tz5yPNoHlRMqJoerzz3a0bG11EqjfHIXXfijPuaKPmqS7UCB/Y+RLWa5667rqE0YlA2pzE3C9a8dj2FXD+r3/gr3d17MKvgab5t8sAuevp3MTC0n9/+/sMMj4CiQ1gBtQDPPf8IheIY9977dXZ2Q3ma5WcCbrjhx5hGkS3bHubZ5wyCTDvFeLBlFxRLA+Ryg3z96x9HrfpopA2UKrCv+3HK5XFuuPEazOL0dcWfDDu2vUCxOMLO3a9z8x++hY0/SV1A8rBtx2pcx+LGP3+WnnEOTRjFgKcfP4hpltm0+XEuv/LfgLduSP0DkCsOUDVLfONbX5nRpy5w/yM3YFk5HnjyMe685ckZ9nKuyOTkAKZV4We/+9KhRePN9OhDm7GsCs+s+iO3PnDzDNue/WA5FapWlW//4PIZNgP4ze9/TNWY4rG/3ssDt89kvScnepkqDOC6Nlf+6lMznq4BnnpkAxXDZNXrt7Nz/0xbTy+UykXyxUm+fdWVh53v6MgrVI0Cz776En8rjU8OkS+Oc/3tl/HOOf38a69jWjZ79q5i976ZtlwZLKdIxahy7U33HVbu2NgWHLvClt07/ma91WoJy6pyx8PXYr3DtnNfH47j0N+/leHJmba+cRBxKVXK3HzXTJ+Hm2/9K4adx3YsVm302ce3fxucmhrC8xyKpTy33fcOfwnAKPuQxNr1fz2sTa++YeN5Pkb62NOPzXDCG8hD1fDwRHj8uY2Hjsv0P9f1sG2L7oEBop4/fwR/8S5PDeN6LhWjzMNPPIiKPw88/G8jtuO/oO07uJkpg0O+Mjrw+mYX23ExLYPHnllFEN8uwFgRbNfEsS227dlDTdm/abj4C+/Bg1twXQfDtrjzycfQlbfmrpKz8TwfWugd6KZnAGZ31aE4EP3/AcT8h365e+UV/3qVbXsUiwb9vQfxrBGmSibdOzaw4snfsnv3XmzbYnigh/GJg9j5KPv3beDPt/2IV195lmqlSmm4jw1bniIWWEDfwR1see0Fbrrxl1SKJQzDYdf2Z7HNToYHR9j86nPceMOvGRwcxrIsNm1+lbXrXiYRms0br63hgTtvZtUrL2AYJpWywQsvPENzchm7t63hjpvu55kVj1I1LAzD5NkVK+k7MIKUDe678wlu/+O1HDx4AMNy6d49yGj/RhpqO3jsvqe59aar2bRtC7bjMdA/Se/+p4jrc9i8ficP330tK1Y+TaViUirZ7Nh+D6N9o4yOBvjLo49w+x+vZOfOvRimydjoCBs27yCgzGXjhk38+pe/ZPWrr02rf5o8/JcnGR1JYlRKXH/dI1z3618xMjJMxXTYsHEPY8MTzG0+lhUrX+Pfr/wa23ZtxzQtDuwfo3//8zRoGXbvmeKe26/h1nuupqdvgsmpCnt2bKNOVAyrld2b9vGTn3+BrVu7sSyHiYlxNqzfjlinYlZH+OGPfs/NN91MPpejVDZ4edVz6HIErfXN7NqS4wv/8mW6D+zBsEzWrtuHUR7k+PSx7B+0ueHX3+fGW3/EwFCOwcE8r778OucsXshUKcNw7yQ//+lFrNu0F8ty6Os7wP4d+5iYXEhupJurrv4Fd919F7mpHKWyxYsvrwB7Ni2JWt5Y3csXvvzP9Pb1YJg2GzYNUM7tZmFyKTv357jx2h/wxzt+zuDQFMMjZXr2PUxKjaLrC1nzzENc+4fL2bipG8O0GOjvoa9vmHctP5f8eJGf/eIO7rv/fizbo2jYPPDwk+jubBa3tfPgI7v57g++y87dWzAtl42be5Hyft599PkMj7k8dtvPuf2hBymVK4yPV+jtfoiWunpSjYs4uHU3v/nt93h51XoqVYuh4YMMDk1x7rvOQhG49ner+OMtv8O0bCqGzcOPP0s0cAxLlzXwzFMFvvf9b7F5+wYqps3mzfvQnClOOfUMLAsev/cebrjjj1SqFqMjZYZ6n+bYubPRa9sY27mV//jJ13njjR2YhsXe7p2oIZWTjj8RBJ5+ZguPPXwvlmUzkZti9fod1CYuYN5slfsemOKb3/gKfX3dVAybl15+iVRyCcuP7qKYgx/823/ywqpnMUybvd2DSLWf0447G1NVeeXJh7nq6ks42DNKPldl3SuvcOa7j6QuM4ugB1de8XnWrN6MaVr0HNhORRXqkifT3AA/veZRHnvwNizLIVcs8srabejh97F4gcad94zyrW98mYH+g1imw2tr3yBd28Gxxy6iVIErr7iG5195GtMwGegfozi5mRMWHE9FYqx/9gmuuupTHOgZoVK22LttHeFElPZZx1LNwzU//QqrXl6HZfv1rtm4GUU9lfkdUa655kV+evX3mRgbwbIc1q1bS0ip48SFR9M7AN/73rdYv2ENlu0wMZajOPYsC+qyTJZirFvxBx78y8q/6+XuPz7HHwhN0wVB4skUwVAU1zbJ5cYpV6qI6xAIBEgkU8Si9Zi2LwtbrpSxbIuAphMIBWlIteGKga4FGRruxzQNxBOiNVFS9c0EVKhYVQqFPEbVl3ANhaNEa2LURWupWlUfZ8xP4bkuiqZSG0+QiNTg4WFaLrn8JLZt+2RILEZNOIKma9iOUK2UKJYKKCiEIxFqa0IEglEs28G2TAqlIp7joGo68doIdbE0jmf7+cplbNtBUYTaWC2xWB1aIIw5La1bKBYQT9ACAerj9UQjNdiuiWXajE+OI+KhaRrxZAOxcA2K6mIYFoZZpVjyYxqEAhHidWGioSiW62FUSuSKBd+3QNOJ1wRI1CZxFZ1S2ZfELpYq/vZbQCNVnyYciWFZBsVyiakp/zFRDwRJ1aeIBmsRxcK0hXx+nEqljKLphENhGuvThIIaliNM5SbIlYo+Tx8MkY5HSNYksTWdfH6KfClPtWqiqRrhUIDWxiyBUIxKpUSulCOXKyDiEQwEiNenqY3EcewiFcOiXC5RMaroqkogFCGTaiCgguW55AsFCoU8AgQDYeoTERKROixNp1iYomoYlMpVVAWSiRiJWAItGKFcmKJim+RyBUAhGNCpT2dIx1M4TpWpQonR8VE8z0VVNeKJJMlYjFg4TL5sUCznmMznQcSPthSP0t7UQdWF8fFBxqamsGwXXVWpjYXINDSRqK1nbGqMUjHHeK7gX2dNo6GlnTmZRopVg/GJKUYnhrCm407U1daRqU/RmEoyPJFnMjdOrpDHc110PUCmvo5FXYvIOzZDffsYmhjHtlx0VSGRqKGlqZ1EfSPjffsZK+YYnyyAohDQVJrnLGBeYzNlo0hf/xD9Q314noeq6aTSjbQ0zyIREQZH8oyODzBVyKEqqi+t0Zhi4Zy5mFqErZs2MDIxjOu4BANB0vUxFnfOwY0l6Nm3m7GJUYol4xB9s/CIRaSz7ZQnxunet5OxiSlQfN+DbNdsupoX4ZljHOjtZ2DgICJ+m5INTbQ3dZKuC9A7kmdktJ98bhwRCOpBWrMNLJm3iIlKlT37uxkb8/svoAVIxiPMbp+NXpdkYP8eRqfGKFcsECEcCNAyZz7N6RZKhXH6+3sYm/Q901VNJ55poiM7m7BSon94nMncOOVyEQUFXQ/SmE7Q2dxJrlphcKifqXwOBLTpPsjUN6CHYoyPDdHT3//fl+NX3tSARUFRFZraukjF69m3bw+6XkShgqgqAV2ndcESFnYuY8O6lf6ioqr+BdU0opEop5/7YTave56x8WE0RUFFQFOIRKO86/T3ItUSa9a9RLkwhaqqiAjBSJDGrrkc07mA1za+SqmQQ1VAVAVdValvbuPcJSewZ3SAXTvWoyjTUqoIsXgds9sWEI9G2bT9DVzFD2WoKhAKBWhpnsOJx53Ck08/RGUa2VMUBV0VkskGzj77w2w/uJtdG18HzQTb8UPH1dYxb/HxRII6m9evxta8QzK5GkLDnPksbWhh68FdjA70+OfiCaqiEkulWdo+h2K5wJ59O1A8/8uygqBpDi0NrbQ1tbJvdJChvgqKqoLnoatCbW2KpbMX0FOph3/qbgAAIABJREFUYuzfhUkAVdVQ8fz9z87ZhPQQvQf3AqovzSuCqkAkmWRB+xHs3beFqpHzv2YrCrrixx2O18RAhZJVmN7/FFzPQ8FB14MkojEGjTKW46IQQFFMX3sJCNYm8UTFdCfxXMXnnqc3WWsbMsxvns+u7nVQraIogiIyPWZU0vEEiMdIcQpcZ3rMgKa6RENRGhMp+qolxAVPVEDQVAVV1dCjNaiqjiXgur5csOu6CCoEdALikqsUfZxPfP8OZZrVVzwHwzIpVfM4tuOPcfFAHFxgqmJSNktUTHuapQcPD0GjZNlUJ8eplIrYtu+nAuChY1dK9A27VM0SFdPDcV2YxlvFcykUJyhX8lQNC9O28BwfBXUdwbAtdvX2YDlVjHIF8d6UXvawbWF4YorxyRyGUcWy/DaLeHiiUBofY3t+CtupYpgenuvgTT9QWpU8Q4O7GRIX23AxzQq4Dp6i4KqQL0yydttWNAWKpRLiuigInudjoVsPHMBVFAzDxHbe9LHxcEWj72Af/YMjOFYFw/SvMa6LpygUR8fYlXsDxyljmu60H4UgiodRytFzYCv9AQ3LnObtHb//XXGYLBVYvWU9tuthGgae54IIrjgYlsue3l4UejFsC2d6zKmKgiPCxPAQ+bERXNfCMPw4C57n4gF2YZIeo4iCYFkejlX1+0b88y1Wyuzq6cZ2PWzDQDwXRVFxRfw+GJuAQAnH+BtxR/+r6X+H/QBtwAvADmA78LXp4/XASqB7+ndy+rgC/BbYC2wBlr+trEum/74buOR/V3djY6uk042SzbbKP332q/LCpoo8+8akPLu2Ir/97aOSaWiSZDwpF134SXl5W1Xe2FaWF9eX5c47X5F3nXK2JOJJOe/098hzL+yUDXtFVm13ZOX6vHzggxdLfaJeGjNZefap9bL5gMimPpHVW4vypcu+Ji1NbdLY0CiP3LdC1h+0ZeeQyKZ9prz26l6Z2zVX0qkGmTd7jqzdNi77CiK7h0W6t03IMUceLQ3pjLRkm+W151fLgVGRnkmRAwcKctd1f5LWpmZpbGiUz3/6E1KY8jHQvX2mrHziVeloaZOGdIOceMwxUhwVGbWmw6xtHpAjFx8j6VSjdLR1yvD+KZlyRXKOyJZBR1a+sFlamlqlOdss7z3rfTJUFSl4ImOmyI6dQ9LZOVvqUw2ysGu29PXnxLBFpmyRkd4pufY/fyGZTFaaMhn5+fe+KWL6+FtZRB6/8xFpybZIpiEjJxxztEjVJxGrnsi6NVvkF1ddL9l0g8zp6JCrv/3dQzigKyKPPrFKmhqbJJVIyqnHnSDVkiPeNLK3afMuueTSL0lDKi2t2azc+MvrRMQv23RErv3hzyWTzkhDKi3nnz4z7N8T9z0hF33gUsmkG6SzvUN+fNV/vIUhuiI/+elt0tiQlVQiKWecerq8nTHdsHmLfPRjn5CGVEq62lrlzzf+eUbZ1/70l5JJN0hDOivvPevMGXlXPvKkfPLCSyRVn5LW5mbZsXvjIdvmrbvkh/95pzSkGyQeT8jRy5ZJrm/ykP2OBx+W5uZmSSaS0pTJyHN/eQsV3bZjg3zx65dLfX1K6lNpWbxwvhTG9x66Htdc/yfJZpp85C/TKHc9+LCUxisiIvLwkyvlos9dJfX1KUkm62V21zzZsmaDiPhI7lVX/9oP3RePSzrdILfcfJuUi2N+m275vXzswxdJsj4l6WRK2tpnycuvPS6uiAyOTso3v3G5pFONUp9MSn26Qa7+zQ3S3zspk7bIT375aznjrIslnqiXZLJeOuYukRVPvSglEVm77TX5xKcvl0QyJXXxhKTrG+Wa39wkB0bHpWe0R77+zSvk6KNPkLp4QhLJepk9d7GsfO0RGS648uIbr8m5514g8URSamvrJJ3JyC9/91PZ0zsom/b2ysc//UWZNWeRxGrrpDaekEUnny6vrNomBydF7n/sDjnq2HOkri4hsdo6ybZ2yR//dL/sHRZ5Yd1TcuaZH5ba2lqpqamRRKJevnr5FfLSuldk496N8qmL/1kWzj9CamK1UlMXl6aWDrn+1l/JwTFD7n30cTnm6GOlNlYr0WiN1CaS8qWvflteXbVdXt68W87/wEXS1TVPItEaqamtk9Z5S+SmW5+UdftG5Oa7b5JlR54qNbFaicVqJR6vl698+ypZuWadPLfmr3LWOR+V9vYuiUZjUhOrlYbGZrnm+l/J1gN9ctsd98qSxUulpqZGwpGYxOoS8uHP/LM88cRr8vSLW+SCD37i78Y5/08W/qY3F2+gFtgDLAJ+Dnx3+vh3gZ9Nf34v8NT0DeAE4HV560axf/p3cvpz8n9Vd0fHXMlm26W1tUuu+/3d8sqWiry22ZLn1hny5we3SNesOZKuT8sVV14na7YbsvGAyOt7RJ5bNSj/4ytXSqo+I1/60ndl3Q5Ttg+KbNon8uouQ6699i5pSGektaVNNmwtyO5Rke0DrmzqE7nv/hdl/oKlks22yKr1o7J12JWDOZHNgyK79ouceNLp0tiYlWVLjpZdfbbsHqlKT05kaFzk4k99XlqaW6SjY7YMjomMVUT6iyIjJZHe/WXpmj1fWlvb5fvf+4lUXZGRisiYJdI/KHLUsmOlMdMo55z1HqlOa3pPOK705kU+fOEl0tzUKnPnLBRHRCYsW/KOKz0lW/b0i3R0zJH21k752j99R3K2v3gXpxfa4487Tppb2uX45SeI573F6YuIDB+clLbWDuno6JI/3+gvSK74vLZbEVkwd6E0N7XKBy648NBi5YmI54psWutKS3O7zJuzQJ57auUhDXlPREp5kfa22dLU2CKXfuIycWQmvv78MyultalFFs1fLNtW52aULQWR9rYOyWay8rUvXy7vTA/fu0lamlpl6ZKlsn3zjhl5d+8SaW1pk6Zsi/yPf/rOIZs7/ePRh/8iLU2tctTio6R3szmjXDtvSUd7pzRlm+XrX5rJ04uIPPvoLmnKNsuc2XMPs+3pFmlp6ZD2lja56MKZsWLHyiJHLF4q2WyzdLV3HZZ3aEqkrbVdmpta5H3nvn+GzfJEli87Xpoas9LeNktGJ96ymSKy4mWRTGOLNGWb5NSTzpuRt1gUmT9/oTRmstLa2nlYvZWxsrS2tks22yonnfIueTO0gTf9Y/68JdNzZLZs2+8ff7MfH3lCJNvYLI2ZJnn3aR8SEZEte30/kPXbRJqaO6Uh3SQdbV1i22/FoC2bIvc98rQ0ZrKSbWyRCz/8z4cYfktEevqnpKmlXRLJtMyas1AOjPl5KyIyOiVy1VW3SDqVkWy2VS792q/EE/8hxRSRG/88JJlMs9SnGuSoZSeL6frHTRFZtVaksbFVUvUN0tzcLoPjPqdvikj/mMgfbnlAUqmMpBsycuIp58lgzpLidPyBrTt7JJPJSjyekuaWDnl2TVUmyq6URGQwJ/KDK2+WeDwpqVSjnHHeF6S71y+7LCLX3dYnyVSjxBMpaW7qkJfX5WSo5M/ttVtE/sflv5VEIiX1qQY55ZTTZMNO3z9gtCLy/HOvS7ohI/F4vTQ2tspdj/ZJ77hIf8GRdXvk/z3HLyJDIrJh+nMR2Am0AB8Abp/+s9uBD05//gBwx/Q4WgMkFEVpAs4FVorIpIhMTX9LOO9/VbeqB0g3pqmJRUi0zCIYiKCrKpFAiHRzCx2d8wiGQnTMm00wFCAgoLsQqavnpPM+RCgcZPb8uajBIFYVVB1qQyHmH3MW4WgNwXCUcE0YTQBR0VVonH8sJ518JpFQiIZkA2HdxzxrQmBo8P4PfIpwMMS8zrmoUZ1EPIyu+uJKn7746zTUN5BOJqlovnpmIOi/qa/URFk4ZyGhcJijjjqZkgt6CCwLJOJy/nsvIBQMM3/JYqrTiJeqqtTWwCVf/Bz19UkaMkkMgaiuE9ZUkjU66UZYvHg+kUiEhYvmUKO/xTbbAhd88GLCwSCdHbNwFZ9i0PHbG+pI0pxuIBat4cQTT/QjJDEtoRuBM089m0g4xHHHn3qIoFDwoyMtOUalrjZKJlVH24I5hwaSAgTrYMmyBQQCCguXLkTjLXzdBU464ywCwQDZ+noWHvWWJLACUAtdrbMIhUK869QzZo5F4H0fWkYoFKGtvZn03M4ZeTMd0NSUJBjSOGLxW7inOv3jvRe+j3BIpzmToWXhO/DHugBtja2EAjonn3T8YWPx9A/MpyYSpqm54TDip2sOdHY2oOoBjjl6wQxbOgqf+8wniYT9+MLvTNkEtLa0oQUUjj/55BkIY0CBT33uY4QjEWJ1YeJvk4sOAme8C2bNShMKBliwqH1GuTUxuOTTFxGOhKiJhA6rN5KOUp9IEgiqHH/ySTP6DwXOe99ZRKMRUqkQs2e9Ja2sAO85HxL1tYRDQY5cOhuAJbN9P5BlR8Bxx84hEPRIp5LoOof8QyJBuPCD5xCOhtGDOhd95Dx/u27a3tKSINPQQCQUYP7CThrTft4I0JCAr11+KZFoiEg0wplnd6Hgc/5B4JJPZYnH/chwixbPQ1X940HgmGNg8dI2gmGdWE2EutRbtmwaPn3pRwiHgwSDQd77vnOoiweoUfw5NHdBO6l0inBYp7mlgWOODxOPqtQAqTh887uXEY1GiEbCHLWskUTGITxd9mcvaaUxkyAQUEmnEsxdGCdW45NC85fAV771fkIhjUAwyJlnvZf2WdModAQWn3oc8XicQEAj3RDnqGNb0TWLRK1GtuOw7vwvp/8SzqkoSidwFPA60CgiQ9OmYeBN4fUWoO9t2fqnj/1/HX9nHV9UFGWdoijrioUc4jpUqhXWb1yPaxqIouB5FiHVxfWqOI7DK6tfQ7EV0EAJgGNZVKaGcF2X1WvXsbd7mMi0SLntCGZh0MeojCqrV/egqaCpvpixZhRxrTyGZfHMUy8jRbBtD6NiUxOAybFxXNdhb99+1AoYrge6vx/avWcA14NcYQo3ZxIOgOdBJOBv01dMma7zKV8/x/N9C1xPY6RgYrsWO3ZuoueAv0B6nofhwsDYMLbjMJmbYscef1/cACzb5/xt16JqVnlx7S56e/zr6OL/XSVngOfSfeAATuktWxBQKiBaGKNa5oFH7zmEuL2piFhCw3Y8Nm1dO0Oq1gUmyuChkK+UeOGNjbw96YCGgig6m3b2zbBpAA7oWoipisWjT40eNs7CdVkcT2Htxj0zxwYwZQKqx2SuTPf+4Rn22jCEo43gaex/B4IIEPBAUQOMTeV56vnD90mDoTpcT3hj2/7DbJMm2K5CvmQyXpxpUwA9kMR2PfpKh7P6tYGjCKhRbOdvv1Jrbu5CCNHXWzmMa+9aegYoQWxbo+rNtOlATd1CbFfBCM6MA6AAmfSFBIMJAsE4fyvNmXc0CiEmRxOH+TWcdM5nQNUxnBDvqBYNCIUyuKISbZp3mK29+UPowRSR+Ez/AIVpLr6+A12vYWq0cUa9GnD0CaeDFkTxOg57ARmtAVUNomphGjLHzmiXBujBJvRAlHi245A0Ofhjvbn1wwRDCWKxDJr7liyzMm2PJ5pR1QhOdS5hZvrZLVt+GoqqAw3obytXBywV9EANrqhkO4/EUfVD2LMO1NTMRtci1CWaqQu/xfiHgeZsB4FQAk0NUa10EQ9NO25O55294FhUTceTGGEdPBzfpr6zR/7r6f944VcUJQY8BHxdRApvt4nIm7js351E/id37x0lR3W1ez8VOufcPd2TNKMcUERZQiiQTUYkYzBgbMAGGxtwAJtgY4xtggGTkw0iiCQkUEBCAUko55xQnBlpYueu9Nw/qjViGK/vu+/15+991z1r1dKod+9Tp+qcOtW163eezRdIDic53OnyovH4CXSk01i8eBZOHNsDRcnBEIETzRr27tuPkqZh5cr5OLJ7NRQVKJaKSLdb8OWK5SgpCtZvXI65c59AKQOUSiWouoCVS5ehVCohl8/ho/cfRLEDUAQRhiZi3ZfL8eXKr5AvFDDzg79gy8rPUTJEwGqBUgQWL5mDbCGPY03HsPjT2SgqItJpA3oOmLvodTSn29GRzmDmzBloOAIUFA3ZHNB0dDcOHN2NfKGEDz75BLt2N6CkAoUikM10YPXmr1BUDWzdsgNbd86CKQ8iotCqY96iRSYd0tKODz9+Co17D0EHoIpAQyOwY+cB5AoFrNuwFK0H1kEBoBiAngfmzJ+JbLGIxuZGzJv1OXLtZUaZwN5NO9DQ3ICOfAEffPYuWjrMQakDSLe2YN3WNcgW8vhy5Uqs37a9k4nOA9iwZy/a0hkcO96Gf747A8WWhs4+zJeArdt3o1gqYvWmL3F045Yufbx43ipkink0tjTixZe7cv4tjY3YdXQXikoRs+f9A5lvLSxbv20D0rk8Dh4+hGdf/XuXYScQOHT4AEqqgrlffISOnVu7+L4743PkiiUcPdGIF567set+D3yNvc2HUVAUfPTJm8h/CyJfvWU9csUcGhobsXH7AoCnfvcTwP6vD6BQKmLeFx8gs29HF98P5j2DdCmNEx3HsWrOt1j+fAu2HtkNtVTAwiXvdXuaeO/jGcgUsmjLtGH5ukXAN6Y7AcDBA5tRVFWs3bAIhcN7uvh+tugvKJTSaO04jjWfLe1i00tt2NmwH0WlgFWru+YQAIAP57yFvKKiI92KnQe2dbO3tTehqClYsPhjaLkTXWzbd86GUkrj8LGdOL55dRfbiUO70JppQEnNYdZnj3SZYDVo2HRgBxRNxd69K6AWu+6zsU1FQVVQKKbx1nt/6zJ5iQAKxVaoWgkr1y2FUmg9lb8XwMEDC1AsdOB46xEc2r6+M8FLEUDboZ3I5ptRKmWwdNmzKC+9AWAK3O1p2AvN0HCieT+ONZQ6fxwRQL5IlJQcikoR8xd/CBlKJ+cvAWjr+Bo6VTSc+BrHtq+DiJO4CrBj9QoopQwUJYevVr4A5k2pbwNAsdCGrxv2QjMMtLYeQ0PTURhWJ5QiYAj//vKr/y2cUxAEC4DZAOaR/Gv5s10AziDZUA7lLCbZWxCE58t/z/jm905uJG8pf97le/+q2O1OQhDMXwqSiPoho9C/z1CUMmns2LEF+/ZsgkEDVlFAovdADOw3HpKaw+69O3Hk2F5k20+YSphOO844+zpYxRLSLRms3bQCHa0N0DUNLrcHw8degIjHg2wmjXWbV6CtuQGapsLp8sCfqMDE0yaiNdeG9rYMNm1aCqVUBAQB4UQlpgweBcnjxJGmNFavmYdiIQ8BIvx+PyorqzG4/zA0NbfjwNfbsHffLmiGAatkQUUignOmTMehYwfQ1Pg1tuzcBlVRIYkSwmE/zr/gOuS0Io5s34K12zagVCiANODxOFA/YCgG9hmOYwe/xpHGRuzevQHUVUiSjER9H0wbMRY5RcG+g83YsH4+VE2BBAHBRCV6VfdB//o4DjflsHPvZhw6sBu6QdisNtRVVeOisy/A8VIBm1d/hU3bNqGk6pAlEZGwH+OHjUGkvi/2b9yA7ft24FDDMQgQYLVIGDFpCiaMGIdMWxOWr9qBjRu+AA0doiCgZshwnD7sbKT8xPZ9rdi4aTGO7d8OgYDV7sKY0Wfh7PFD0KzpWPz5XKxbtwaapsFutaG+qgoXTToXjvoabP/ySyxbswxHmk7AIgmwyVZ8Z/oVGDlhMjJHG/DxvCVYt2pBWQIZqBk2GmMGnwmfJY3Nuxqxbdd6NB/dB0CA1WbH6JFTMHXiCJzIZ7FwwQJs27IRuqbBZrGhqjKBy844E47+g7Fp7mys2rYFRxsaIQoCQgEPRp91LqZMOh/7Vn+J1TsPY/XKedANDbIooX70WPziymuQg4K1m49hxht/gVpSIUBAOJbEkNPG4pbvnYedew5iyfIlWLhgAXQCFklGfXUl/vbUKzhs5LH1ow/w3LvvoJjLQRSAcMiPcd+5GFdc/UMcWLUMX6zdg/mfvAxD0yGB6H/OeXjklh+iIGv4alMznnr4x1CLJZBEorYXTh8yBj+/6yYc2Ps1Zs35CB+//z5UnbBZLOjduw/een0GvkYR6994E48+8xSUsupkMhbBhd+9GZfceCO+nj8bby/ZjnkfPIcyGIcxV12D+390BzS5gM8WH8TTv7sJekkFSPQcOw4XX3A5zj97JHbtacZrb7+OlR++B4OA3W7HxKnn48nH/4JjpTw+fvZp/P2556DqJj3Vt2cvfG/6DRhxzVXY+vY/8I+Zb2Pt1s2AYCaE/8Fdv8Rlt/8MWuNuPPPUDMx6+2koqg5JEDDuuuvx3SvuQDycwcIVB/Hk3d+DoZiEU93o0bjg/Itx6UWTsXdPK1568zmsfO99GCSsNivGTpyCv/7lKRyXVXz65F/x7AsvQzUIqySirqYaN91wE/pdcTX2vPMm3vloFlZtWNuZROX8W27Hj35wB7TiYbz61jK8+8z9EAwCAlA3aTIuvvAaTBhag3XbmzDjnRewc9FCGAQcdifGTTwDv7r7F2gSDLz//Ev46L13oBmATRZRmYjjgkuvw/CzzsHGT97Dg3959N/COf9fJ37BZCpfB9BK8s5vfP4YgBaSfxQE4V4AQZJ3C4JwHoDbYb7kHQngKZKnC4IQBLAOwNByFesBDCP5Lx7KzSJJMmVZBkFYLFZ4fEG4bA4UlTxK+QJy+Rw0Q4PFYoXXH4TPHUah0IZcLg+1mEOxzNQ77HZEwkmUShmouoFcJo18sQBRFGC3ORENx2GVJLSkW6CWSsgX8zAMwu5wmbF+jxcdpQJUVUU6k4aqaRAFAT6fH2GPFyqBTC6LXCFnqiUaBtweL1xWGS63H22ZNHSlhGw+b6ZzlGUEAl543VG0Z1pgKCbKpakliKIMt8eJcKgaqppFLtOObD4PVdMAEm6PDw63F06rA/l8B1RNR0dHK2gYkGQrvB4Pgk4XCoaKfEFBLtsOrSxX6/V44HI5IUJEoVSCUiohm03DEACrxQqf1wmHPQhVL6GQM9cP6LoGSZbhdbvgcLghiBKK+RwUXUe2rJsvW2QE/CFYZCsMvYhcXkE2l4ZhaBBlK3xuD6xWO0TRQLFQgqKpyOXMHAI2mwsetwVW2QYKEnKZNNKFPKjrsFgs8HldsFtdoCAgl8tBM3TkclkIggCrLMPrC8Iqy1C1EkqKjo50K2AYEC1W+L0BOGw26IYp6Vso5qCUSqAowGqxIeB1QbbYoOsGctkM0vmc6StJ8HnccNhdgCCaUtNKCfl8DiTh8fhgtztgs1hRLBWgaTrSmXYYRHlc+OCw20AYUAoqOjIdUDUNgiDA5XTC6bBDFiVQM1BQFXTksmb/iSLcHg+8rgBUQ0GpWEQun4WmmTihw+mEw+mGw2JFQS1BVVTkcmmU1bPhdXvgstmgCYSuGejoaINmGBAgwOV2w+1wwGKxoFBSoJaKSBeKgKZCkAR4XR64XD4YhoZiqWiOR0UBQLhcHthsdtgsFlPyWdGQzaYhCAIkUYTT7YXT6QBpQCmq6Mi0w9B1UAC8Lg9sNiskUYSmm9LLuby5TkaUZHicdjhdXii6BrVYQjqXBQxTGdTpsJm5cm12lHIZKJqOQqEAkrDIMjweL6wON1QlB1XRkSnngBBFEW6PD3arDIGEoujoyJptEgQRTpcTFlmCRbZC0w0opaLZtzAVOF0uB+wOL0gdSrGIdC4LltVKXS4nbDYHRIsFaqkIVdVQKBQAwUSmnU4XbFYrDENFSTGQz2dAw4AgiLA7HLDZbJBEAWpZMbRYKACCCEmS4HTY4bA7oZNQVBXZbAagiQGbaWjtECUJmlJCc0vzvzXx/+88M4wF8F0AZwqCsLG8nQvgjwCmCoKwB8CU8v8B4FOYxM5eAC8CuBUAyhP8QwDWlLcH/58mfQBwe4Kw252w2Zyo7zMYf/7TDDz35go89cqnmHTW9+BwuWC32pGqrsfjf30bL76zDs+89imuue7nqD9tNGw2O6KROKZf9zO89u5GvDbzKzzwh1dx2tBxcDiccNiduPiSm/D2B2vxj9mb8eTzH2Dk2Cnw+kKw2e0YP2oKHvvTy3hl7nY88/rH+NkvHkYoFIHL6YTb5cGv7n0M7yzdgXfnrscDf3gGqYpaOB0OOF1u3PaDH2PmrDl4d+E2PP7313HZZTfC5fbA6XAiFo/jlTfexKxFG/DSP9/DTbfcDZ83AIfdCY/Phz/+7SXMXb4Wny3fiXsfeg7J6t5wOl1wuTy44Yf34/33PsOirzbhD48/j0uu/CmcLg8cDgeCoRheePYtLNyyC3OXfYUf33EP3F4fbFYbvB4ffv2r32Phws+xbO1OPPDwHzBx8rmwO11wOZyIxVJ4Z+YbWLNlO+Ys/BIXXXE9fB4fnA4nXB4ffvW7B7B0ySYsWb0bP/rxvejXfzwcDidsDjuq+w7GjNffxartOzHj3VcxbvzFsNntsNsd8PtCePDBJ/DVmu2Yv2gBLr/8etT36AW7zQ6n041Uqh7/fOdFrN2wB6+89hqGDRsFl8Psc5fHg5/cdSfmz/0Cn8z5HFOmXYRopBIOmx2y1Y54v6F46dmXsPjLzfjTY79DbXU/2Kx2WO1OeDx+/OmRx7Bm/R4sXbUE0y+/DrFYElaHAy6HG8lUHd7951NYv3Uvnn/xZQzoP8i8aMvifff++GZ88cTTeG/uQkwcPxnhSBIWqw12hxMDR5+DJ594EQtXbMD0q65GbVUfWK12WK02uDw+XHPDj7By2SL8883nMHDgKNhtNlhtdljtdgwYOQa/uOd2fLFkGcZOPg+JVLVpszlgtdkxfuJ5WL1yN55++R3U9eoNm8UK2SJDttoQq+qFm2+/B6/PeA8jRo5CNBCALMmQLTJsdjtGnX0+3n/lBfzx0YcRi0Zht9thkS2wWK1I1tTi7HMvxGsvvoS6unr43S5YZBGixQpZsqC+Z1+89Pon+NHPf4lQKAxZliFKEmTZAn8whPOuvBH33vNrJCp7wON2QZbN6LxkkdF/zHj89vaf4Oyzz4XH44ZVliCVfWOpJCZOPAs3fu/78Pr2dE7AAAAgAElEQVT8cNlsEGUZkijBIouo7dEXP73jpxg1aSocNitkWS5LK8sIh+OYdt4lOOuCK+Fwm8JvFASIkghJltFn7Bm44jsXo6amJ6wWCQINCKIAWZYQq+mBs6ZdhmHDxsLutEIWJYiSBFES4fF4MaDPaThvyllwOGywSiIESYYgSZBkGfFoBa6afj16DR4BmyxBkCQIkghRFOFyuTFw1FiMHzcFLqsVVpu9vH5HgigKiPfsi3NHT0Ay1QM2q/k6XBBFCLIEdyCA3vX9MWzQSNjsdlhlC0TZAlEUIUsiYtEEzjnrMtT17g97+fyLoghRkuH0eNB78EgMHzoWdmv3l/X/5fLvIEH/6S2R7Ml4vJrRaJzfuewWLlqV5ZL1WS5ck+PfXtvJZKqeAV+Yk6ddwWUbily/j1y5WeE7H+3nHb98joFAiEOGjONb7x/gul3kpn3kkg1F/vWpDxgOxxgORfjci8u4s4HcdIjcekDl2zPXsU/fQQwEInzgd29zw05y11Gdmw9p3LxL4Zjx0xgKxliZquWO3Qb3nDC4t5nceYT87nU/YzJVw3gixTUbMjzSTB5Kk1+3kOt3aKzv0YexWJKnj5rMQ8fJo2nyYBu5bS85YsRkhkJRVtf04oZ9ZEYjjxd1bm0kr7ruXsbjVUwkarhoOdmcM7GvA23kglVkVXVvxmNJDhs2iS2tZFY3mC2jaqePGs94ooo1tX3YUsbLcwaZ1cmtO9OsrurBRKKS55xtyvoqNBH2Ey1kn96nMRiIsL7nQO4/xE57pkC+/lYHY9EUE/FKXnXDvV18N28hk6mejMUqOWjAKKplclInmcuQn81ezkQ8xVRlD95ysyljfFIlef+BImuq6hiOxDlgwGAePW4ihArJjg7yT3/8gpFIgrFENa+/7UmSJnank5w/X2EiUc1IJM6BA8fwZDFItrWTrzw/28QbK3vwjtsf70RQNZKHD6RZmapmKBhln36D2dJ8ypbJkk888QVDoSjj8Uq+O8u0lcrHu2SRwniskuFwlD179KNa9tNJHjpIDh44kOFwjNFojCtXf02qZpvSWXLZ5ytZkahgOBxnZVUNV6w7Vffqjcc5eMAQhoJhBkNRPvvKFqYLZr1bdjVwxhvvMR5NMhgMMpWs5t5jWmebVyxfwX69+zASiTIajfEfb83hwWPk+3M2c8/+Y5z59J8ZjUYY8AeZrEhx4eet1GlKJM//bCV7VPdgIBBkIBDhn5+azRNFs13LVh/h/b96iuFQlIFAkMlEBVdu/5ok2ZEln3t2FpPxCvr9QYbCYT732js8eIjUVfKDD7bwtmuvod/vpz8QYl1dLRcvPkFNJ/c3kQ/98n7GYjH6/SFGo3G+8uLHbM6RR1vI116byXPPOYs+v4+hUIj1vfpy6Y4m5nPk7oPkrTffQr8/SI/Hy0g0zBfemcvN+0tsaCIf/t0fGYlE6PX56fP5eO/d93LJwoMslsiXnn+Hl5x1Jr1eLz0eLyuTKT7/3KfMFMjth1X+4rZbGAwG6XZ7GPD7eedPfsMPlmznwRby/gce5aTJ4+n1eun1ehiLRPngSzPJPLl+h8rvXnstfT4/3W4vfV4vb7z5Jn46r4GHjpF/uP9hjhk+nB5vgF6vn6mKBJ974l02tJFf7mzltZdeQb/fR7fHT78/wDtvvZUzF23jlh0qf/HrB//zHP9/59ajvh9HjBzDREU1f37fn7lsS4Hrt5Nrdqj8YnUrz7ngIkajcd5828+5dj+5bh+5Zjf5xboiZ87byXiighdffhPX7c5x22Fy635y9U6Nc5YeYSqZYipVzWXrWrmzidzZRG45qHPpljTv/PlDrKio4IKl+7n1qMH9reSuBnLLQfKp5z9iMlnJ3n36c8dxcn+rzqMZcnczOWvBXg4dNoZV1TXc2qTwYJpsyJJ7m8lNR3RecsWNrEimeNNtP+XRHNlcIA9nyEN58sE/Ps6KRJKnjx7HYwVzYm9VyaNF8rMlS3na4MGsq+vFYxmTEc6QbDfMxViXXXkNq6qqOX36DezQzQs/a5BtOvnXp99kbV09+/YZyOw32OZ2g2zTyFEjJ7CyqoaPPvoMFZ7i7fMGedcvfsOqqlpOnDiBBZ4qRnnCGzhgAHvU1vPvL73BbxaF5KVXXsNUVTXPnnpBF5tOMl0i6+p7sq6uniuW7e5iN0hOPvM8VlZW89Irp3fR+T/p36O2jr179+EHsz/tZhs/fhSTySQvvehSfrvoJKura1hfV8+1K/d0s08YfyZTqUpedvnlnVz7N31ra+pYV9+rm80gecakcayqTHHiuAnd6n36qddZXV3DyqqabjaSnDhxKisSCY4ZM7rb8b706ousrqpm9b9YA2D6jmQinuCQAad1sz3252dZVVXNVGXlv/QdNmIcE/E4hw0f0m2/v33oEVZVVrHmX+xXI9mnTx8mKyo4asTYbvbpV1zCZEUFKyv/9fHW1tQykajgRRde2m2Nx4jTxzORqGCf3n2o0hyrnTf+HJmoSLEyVcObb7iFCk3GXytvPerqmIjFOXDAYJbK14FKs++mTD2DsViMqWSKhfJCxc5jLmhMJpNMxOMcP2ECNZr2k+0aPHg4Y9EoqyprmdPJ4zRvkDmSrRkykUgwEU9w0rjJbC63tVhuU+/evRmJRllVVcP2Fp35cptJsqWhkfFYlNFYgmdMmsJMidx2iDyhaEznyT69+jMaibCqspa7due5+7jK5iJ5OP3/A8f/31sE+Hz9IEo2WJ1JSIIMRdGhaiIskhXh4GjIVi9gS8JQzLiVLAIOpw1hf29IsgeS04tDR4sQCEgWwKABtzUMmz0IgwIajyuQBROfstlFuK0eRKOjoNOCI4c1ODUBogjIkrkOIBI9DRAssNiCsCiAzSpCo2n3BeKo7zsKouSGK2uBwwJABOxOwOsWMWL4NIiSA/k2OxwCoIsw0xqKwNAh10KyuGEYbkg6oOoANRU2UUdN5Xh4vf2gGzKyeUDXy0y1SbCiuuo70GmDxRkDRZPKsQvmi7defb6DcLgednsANs3E6ZpaAYcASBJw+thpEAU7Cpmu+JxVAKZOuwmy7IZuhGHv0isACLg9/UDBAn+kL9RvvCqSAQzsfwMcjgh8ka7QsQjAYwXqewyDzeqHkuuO/F1x5Y0ArHBaB/zLAep0xSFLbvSqHtXNt3+fq2GzBhBP1HSxnVyjUBHvDZczhFKhR7d6L7nsekiiDW5rr24ooQHA44lBgLVbmwQA/QdeC1GwIJXoXu+FF16Hmh79YZG/LUJtlhu/fzsskg1+b0132zU3we9PQhItXdQoT5YJE+6EzWJBKtEd7r7kOz9CXU1/2KR/LQf9/auuhtXqQDRc1w3Ju+Wme+Hx+CCKlm4KqQKAYadNhUW2oWequ6Tz9dc8BI8rAJfV1km4fLP06dEfFllGXa8RnYRLp++1V8Fuc8HnD57CjmGOW6cTCPh8kEQBI4eNgACT8ZfK++jf7zRYLDJqogmw3EkyzL6/6ur74bA5YZEt0K1l/LO8T8UuoXd1PUSLFXV1fc3rB6cIt2suvxwOuw0ulxMWEbAZBmzlfTvdgM/vgyjIGNCzP1xlPxEmMjpi5Dg4bHa47S6kbWInLZQHoARiCPlCsEgSqmr7wpCA2krAaZGgWojzpkyF1WqDzSrDE3DAZhUg2wBn9+Ug/+XyP3viJ9B8fDvyhTSWLZuJTMtRCLL5lFIsFrDvwGKUlAxWrf0Mmaa90FXC0AGhpODAzoVQlCw2b/sKy1e8AUUDNJUQrBa0Ne9EvpRBsZTD/PlPIa8AqkooGtDefhTrt34IRS1g1uzHcGjXGmgGUCpfGet2zkK+mEdb+zHsXLEYig7oqg5NB7bsWoHdh7Yin2vFlwtnQUkDBcNcpFXSgJUbF0Ep5bBx83w0HQcMDVBpQNKAJcveRamUQUPjXuza32DKt9gsUAUJG5cuwInmHSgoBSxePA+FtEkhazBzAWzf9j5KpQw27lyJ/KGDnQlXJAFYvuFNtHYcRXP6ODYvXwmoQDJoDuiiBmzavwMlJYsly1+A8A1NYA3AouUfoaTl0dS0B60dXXldWQNy2YPIF7P44NN/QPrG1SsA2L/nIxTyrdi2fyPSjQe/2aXI5TtwrO0g8vl2zJr7ULduX7F2KVSthAN7vug2QEUAmppGrtCOGe8/38UmAEhnN0HTcti2Zwf0dFMXm9p2FO3FFrR1NOHT+V3lkwFg5da10Kli995l3Xh6GUCxlEZJyaK1pfurqWLHBmi6hr2HdwGlti62g8dWI51thabkcWzz2m6+27Zvg6KraD6+t9sNZ+OC2RBFFaSKUlu2my+L26DpBo4dPwRouS42j3QIhUIbVLWA5h3ru/k2NjTCUBVk2g/B8i3b4bWzIQuErpe6tUkEYLXnAOo43nS0203DKRyDYSgoqQUImQZ8u0iCCl3XoOX3dKs7d7wDsgDopTy+HcmWAditIkQaOLp9RxdfC4Bw0AVVN5BNt3Xq2p9sb7VXhUgd1DVk2o519i9RZvp1FYauQis145tL+wgAuQIECBB0DRYVsIrmqBRgLsayyzJkgWhtPIQC0OVmVh31QNM0aFoRlmwLMtlTiyQdNkISzLzeaqYBpQ4gV6KZU0MWoBVKkCCYOkNpQLJL0DTzR+G/Xf6dx4X/9BYKVzAQCNHj8dPj8fKc6TfwhfdW8e9vL+YP7nmWoVCYDoeTXpebYy+5lk+8sYIvzVzKu34/g0MnTqPT4aTb6WJlZSUfeWEe/zn7K77w7nKeecnVdLvcdDpdjEajvOexdzjjwzV87ZMNvOjqGxiNV9DpdDEYjnLQ5LP5/nuf8535G/jS6wtZVVVFj9tDt8vDnkNH8d3XPuSC5dv47nuLOLBPfwZ8PrpcHlbW9+F3LruOX63Zz7nz1vDBex9hOBCg2+miz+vnmDHjuXZtE2fNX8YX//oSk4kU3W4PPW4vB/btw2VrVX6+/ghnvP0J+wwazkg4wlAgyLr6nvz+3Q9w1b4Ozlm5nY++spChSJR+j4det4cTr76Bq9bv4Kpd+zhr3jqmUkn6vT563V72GzOedz/0JHcdaOLGtTv58K8eYNjnp9vlZjQU5sWXXM3jRwrc25zne8+/zopIjAGfnyGfn2NHjObrf/8HD6bJ5UvX8tf3P8twMMyA189IIMg7f/soD6fJfc0tfOfznYzFYvR6PAz6A5zy3e9x5sI1bMgWuGdPB+/+9W8Y9Jtp5eIVSd73+4epFs2l7B+++hoTwSCDvgCjoRAvvuBibvrsM+ZI7lq3jvf/+hGGgmFG/H4mwxG+8tzbVEnmNfKLtceYTMbp93oZ8vl54a23ct667TyWK3Db3lbedNc9DPh89Hm8jMbivPt3D7GQ19hYIt94/AlGAwH6vT5GgkFedt53uOaT2dRJ7tm4lff/6gGGgwEGfT4O69efTz/zFhWSLUVy2frDTCTiDPh8DHi8vPzWH1MtmvpE1MhBfXsy5PPS6/Fw0Lix/PPTj3WGNjZ9/D5T0Sh95XN10XmnQmPtDcc5bNx4hkMhBnw+Durbjy8/P4Mshxl2HiMrkhX0+fwM+gO89he/JY3OTIkcMbg/w0HzmIZNm8aXZzzfWfee+bNZWVHBgM/PQCDAa68+JTVRbDrBoWecwVA4ymAgyDEjxvDTt+eQ5fDH7kaDkXicfn+A4VCY9/3xGbIc4iDJ3r16MhQM0+/z8+LbbuOyHes7614y62NGIxH6/H6GonE+9sKTnbbDKxezuudARkJhBsMR3nDTD7hv5QoaJFuPHedrH85iIByl3xdgZUWKc96dRYNm6GRzExmKRhnwBxgKRfng4y8xWyzLJ6hkXc9+DIbC9PkDPP9HP+L8rWuZIUmdXPDRh4xFTN9wPM6HnvkzSzTDrftWL2Ftr76mLEMwwIsuvZqblixlieSJ9jxfmzObgWCYfl+A0UicLz/zNptJNpNcvY+MJVP0BwIMBSOcfsfdXLx1D48YZDpHPv3k0wwEQ/R4fQxGY3zw6b+yOUceLpGrPpvNilTK1ETyBzlp0lTOee1DHiqQO/c0/Nuhnv/xssyyLIMUIEgS3G4PHDaHqdxXVJDLp2HoOiRJhtPthcvpMX9pFFUopQIKxRxESTaTfnt8EGURuqqhkM+hUDSxMKvVBo/XTOGoqQqKhQJKShG6bkCSZFhtNnjdbjPRs2ric6qqAhBgdzoR8PohShIKxRJy2Q4oqgoahpkpzGaB2x1EsZiDoWnI5LLQVBWCKMDj8cDjCkE3iigpCvK5LEpKCaIgwOl0weeLQjVUQFeRyaSh6SYXbbE6YLda4HR5oKgKNFVFOtMO3TDjdh6PFy6HAxQApWRid0WlaGJsThfsFhEOhxslRYGuaejIZmDoGmRZNlFDdxCkDqVURCaXhqpoEAXC7fLCZjNxNEUpQlFVpNPtZrzQYoHfG4DL4YCilqCoGjo62mAYpsSjz+OF1WqBJFmgazpUTUF7ugMwdFOu1u2Ayx2CJhClXAbpdNpMyA3C53HDanNBsFihKWYy9Y6ODgg0IEkWeD1eOB0uKHoJumqgtb0F1DUIogyP1wuHxSQ1VE1HsaQgk0kDJGSLBT6PE3a7CxoJtVg0ZYrLKKHX44bV5oRssUMr5VDSVGTSHTAME2+02x1w2J1Q1QI0nWhvb4GmGxAFER6PGz6nE4YoQCmpSGfTUBQFBgmnww6n3QaX0w9FV6EWC2jPZaErCkRJgsvlRMCfgG4oKBVzyOZyKCkl0DDgcLjgcLrgcriQL2QhCiJa207uF3C5XAgG/AABRTVlwouKAugGHC4HnDYZbk8EimImGW/r6ICqqiZG6nYjGIiD0FEoZJHNZMpJ4kU4XG44nS4EXB7kinmoSgktbS3lpOkyfF4/wm4XDAHIFRW0tjWb+DEAt8sJt8sOryeEbC6HQqmAjo52kDDPlduGRKQKCnVkM+1oaW2BqukmkulywOXxw+f0IZ9rR7aQRVuHiTjKsgWeYBhxbxAFNYtsJoe2jjZouil/7XF74PN4IIsCCoqB5tYmaLpuoq0OB+w2EUFfGIWSgnwxh/aOtDkhCgK8Phfi4SooShHZbDuaOzqglhQIogCnwwm31wefy4NsNo1CqYB0JgvD0CFbbPB4/Qh7PFB1BfmCgpbWE52JV5wuF9x2C5wON3KFEgqFHLL5nBkaEkW4XTYEA0loegn5XAat6bSpGiqIJi0YisJFA/lCFkcbjv3Hcc7/xmKiUKQpW2u3O9Cz9yBEozHIkgzh5AOVIMBudyCZqkYikYIoypCkUwkIBVFEdW0VqqtScDgckCQLIIgQBBmiKCKVSmHIkKFwOl1l3tx8iBRFEXa7HQMGDILb44HNaoUomYkRBUGA1WJFfX1PVFbWwWq1QhQtkCTJlFe2WuD3+xBP9ILT4YAgyuWBZWqnu5wuROJ9YHc4IMtWU+JYEABBhGxxIBKtQSJRZcbxRYAGoRs6CAFWuwO11dWQZaEsAy1CIABBhCjLqK+tgt/vhyACBCGKsqm1Isnw+b0IBiMQRPPYhfL5O8kZez0RWK3OcpxSLKNqJspmsTng8QQAQTAlY0XBfBQ2CApAyO+F3W6FQEIUzLYJJCCY59HlMJPWGTrL8hACxPLxWiQLdFWDJIjlR2UCggQKMkTJCkmQQcMMq0miAEGQQBKy1QJZkiAKMmiokCXzHJrHLcJqs8FutwEkJBjm6mPzoCDLdsiyzRxnAEgBRlnTWRQlyLINgkAYhgBdO7UOlDSgA5AFwiBAXSufS9GUhAYgSzJEiNDYeTSmTLggQhQlGDSgKkXoRGffAQAoQFVLMHQNNAyQBlCuQzcMGNQhn5QB1jSIJ93KbzEkw4ChmxmhAILlm69gEAZFqGoJilKCpuogTSlw0pSVLhTzKJbyMDQduiGckkU3dChKCUoxg0Ixh5JqRqpJ02boCjRNRb5YQKlUNP1I0NBBg9AUHblcGqVSCdQ0GEaZLAEASGjLtiGTSaNUUsGTVzUJ3QCKhQLaOlqQLRahajRDoDTDH2oxj7Z0M7LZjLl+pnyuDEOHYWjI5XPIFfIoFPPmKez8xatDN0R05LLIFnJQNR2abp4Pc66x4ERrE9ozbSiUFBh6ObZCQjeIQj6Pto5WFEtFqKq5xkIUBMDQoSlF5PIZlEpFFEoFCKIAEeb50FUVJUVDOpeBopp5ukjCIGEYBjRdRDrXjmwui5JqgMapoJFmEEpHK9oz7Sgq317f/X9Q/r8Ky/wntkSiholEJf3+EHv3O50fLGjjklXHOW95I596eh6rKuvp9YZYU92LH847zpWbO7h0fQtfeX0pr7/2Lnq9QVYka3j9D3/PVdtKXL1d4dzlzbzvvqcYCMXo9fp50WV3cu0ug+t3a3x1xjKee/EPOHDgCHp9YU448zx+MP8wtx8gV20rcv7SAxw3cRp9/hDDkTj/+dF67j9G7m0kl65t5RXTf8BERSUDoRgfffJtLttQ4IET5Fe7yI8+28cetb0ZCIQZr6jlx3NbeKyD3H6YnLW0lcOHT2HAH2QonOATr2zm8TR5sEXlul0Gr7jsBwyHkwyFovz5r17jxkNka5HccZD88KPdrK3pSZ8vxGRFFZeua+PxdrIlT65e0cjRI0cxHIkzHInxzfcWc99+MlckN27V+MEbnzCRSDEQCLO6uo7Ll2epk2zOk/Pn72SfXgMZCEQYiST4zPNreKKNLJTILzd28I+/f4ORcJzBUJS9e/bnuq9V5gsmtvf+P5cylaxiIBBmNBbne5/M45FGM06weOF+3nPbnQyHIwyGoxw4sB9XfWViiNkC+ec/PM9URSUDgRDjsQq+8epytqXNUMDrbyzk9dfczEAgzFAowt71vbh822GS5PFG8v5f/p7RSIyBQIiRUJBz5n/eiWXOm72Vd914I0PBEIOBAAcN6MflX5mcaUklH7n/94zHK+j3hxmLRPnyCx8zXUaZXnp1Fr93zfcYDITp84V4003X8tPlJnf56eerePedv2Q0EqPPF2AwGORDv/sVTyIpjz/+HHvV1dHv89Pr9fA7Z07im6/MI0m+9e5S3nzldxkI+On1ehn0+XnXrT9gtkCqBfKeu3/L6ppa+nwmDjh58mg+8uTLZIm889cP8rorL2Q4FKLX46XX4+a1l5xPZsiOw+Rdt93IaCROj9tLj9vN0wf04eMPPciGQ+R9v/k1Rw8fSb8/SLfDQZ/Xw0sunsp1G8ntWzKcfOZURqJxejwm4jhgQF/efPtvqO4mL7n8Cp42aDB9Pi9dLhfdbifHjptK7lD54TuLOHH8GAb8ITqcTrpcTg7sW8eHfvVTzp2zgxdcfAF71fWmy+Wh0+mk3+/jRZecyX9+cJAP//VV9u83kP5AuCxj7OPgoQP5w5/cy9fe+pLDh41gZaqWTqfLDO96fZw87TzO+3gVf/2b+1lX15dOl5t2m51Ol4tDThvKB+79DZ998nUOPm0A/X4/nQ4HXS4Xa6qTvO6a8/jU059xwoSRrKkx63U6nfR43Bx6+iDe97s5/Ok9D7OuRx3dHh8dDjtdLheTVbWcfM7FfOyxf7J//wGMxSvpcrlpdzjp8vjYd+Awznx9Nu+848esre1Jj9dLu8NBu8PJ2ppqXjX9fP72vic4YGAfViZTdDictNttdHu8PH3UYP783nd47c0/YVVVDV0ePx1OJ50uNxPJSo4bP5W/vf9x9uzZ+/92nLM/x088h9FonOeeN52LNxW4bge5crPGRatbeOFl32U8nuTIURO5eF0L1+7VuW4nuXpLjjPnbGeiIslBg4bxk/nbuf4AuXk/uWZniZ9/sZ+pqmpGozG+OmMRtx4m9zaQW/cZ/OKrRv72wRcYjSV4/yNPc+2+Ive1kTuOqNzXSL746kLGK5KsqKzh5r0d3Neic38reaiNnL1gD8eNn8Z4IsnV2/fzSIY8kjV19fe3ktfd8GPGYhUcOvx0Hk2TjSXyUDu5vVHh88+/wXgswR51vXikg2zVyBaNPFTSuWL1do4YOZqpVDX3HdTYkC6YsrAZha1F8vrv38JEooL9+g9iS8FE0fJlVv/V1xeyrr4PU1W1PN5isGCYmFmRpv79pEnnsSKR5KTJZ3WibwbJdp18+KHHWF1dx549+3TaWLbrJIecNoSVySpeceEVXZA8krz+hltZXVXNnnW92a3kyD69BzKVquJtt97ZzXzhhdOZSlZz8KAhnXz/yf2SZF1tPWuqannLDT/s5jv5zElMVlSwT69+3fdLskePnkwlU7zj9p91s51/7hVMJSvZr2+/Lvs9WWpr61mZTJLt3W3TzjmbiVicdTV13WwfvfEZe9T2YKIixWxjUzf7OWdfwlg0zh7/wvedd99jVVUtU4kkd65q62afOmkSo5EYqyuru9mee/wtVtf2ZCIW59c79nb238l/J447m9FwlNWVNSwVT/kVST782IusqKhiRbyCG1emO215mvHp3r37MhqJszZ1ar8nY/zTL7+WFYkkE/EKNrSYFZe+sd8etb0YjcTYs2dfbtqrskgzFm+QHDtqCuOxBBOJau7YY47VdNl/wQoyHk8xFo1z+BATI03THO/7m8jqmp6MhGNMJaupF02fHMmWAnnm5KmsqEgxUZHipl0n2KqbvgrJ481kZVUtw5EEU1V13Py1iUtny3UPHjqegUCYkUiKH35WZFPJrLe9RH6ylIzGUgyHo6yvH8jDraatQyf3N5I96vswHI4yGkty+448m8uodpHk1r0tjMUrGAnHWF3bkwvX6jxRIBuzCo+0kL37DGY4HGUkkuQLL2/i7oPk/haVBzv4fzfOSQDV9YMgSDLcoQRkyQxpFLQiDIOo7TUCFrsDgUAYbo8fFgiwyIBKGX5/DE63F3a3B6LVlE4WAVhkGbI3jGCoAqJshd3mgSgShq5Dtwlwe/1I9R0EUbbC607AZrOBhpn1vqgYSNTXQ5KssEgyZJsHsiTCIgGGZsAfDaPv0PGQJH/zQdcAACAASURBVAssvipQMCDQgKoYoEIMGXcuJKsNNqcfRWpwiYAs6vA4LKg5bSIsFjMMJcs6BIEQDcIlAqFULZJVvSFKEmiVYLXZIZFwOS3QBB2DR50FCCJcLj8sUjnBtAAY1JHqOwSVPfrCIsmAQ4BYRkABgBIwYvK5EC02+IMJkyaAKVBFAoPHT4PNbocomSjhSVLhJOYWrqyBaJHgr6hE/luvigafPhU2mwN2h7NbvxpOoKquF0RJQjDWTaAV4yZNhmSxQLLKXZKPCzBpI4/Xa4aWqlPdfIecfgZkhwsup7NzDH2zxFJVkCxWRCpqu/mOO3MiJFmGbLV0S/RdBOAP+CDJFqj/AqcbNHwsIImQ7d3RyaGTz0BFqsrM3hbwd2vTpGlnQJJEiBa5G7I5csJ4eAMeCJKIRK2re91jJ0KURQhS90t56kVnIxKJQJAlGImKzmM6+c2RE0ZCkkQIsgB+A6GxATjz7AlwOm2QZAmpWnenzQETT+5RXwNBFCDZTjmeJIMmnHU+rHY7JKsVOUGHChPLPLnfWDIFi9UCh9uByhoBh0/ocNEM/40YM7q8stdATX0Z/y37jxsNOBwSZIsEv9eFYtlmBxCLAolkGLLV7L98uVlOABkdGDNhCkSLuUrWFvJAEgF3uU22EOAPRyEKhMNhRSpVRjVhjvOhI4bBYpVhtYkYONwGm9X83GkFJo4DHA4ZkizCZpVg9ZnXl1UE/DGgtkcSkiSaW9wBWs3zVAQQrAvC4XRCkGXY7DZE4yIMarC4LLAEgd79+0OSRciSgKHDB0AKATabBGv3YfBfLv+jJ34BgMchgoaG5mP7UNI0KHoJsiFBVQ1EnHaIhoq2tmZkM83QdAEFBSgZRUDSYYGIfDaDo3vXQaDZWboggqIMSRAggDi4axkKJUCVJDgAWB02OGF2XsP+1cgd2WtO/AR0QYedLkgQoasKTuxYD6tqflkVCLfsh9sw46pHVyyGkBNBQTDvsDYBbjUP0dBgFDNwKTJyOmFxSRAcgD3XAVCDoOvIN5WXekOAShFGKYuaRCUEGig1HYIhAqogQBABwyDqIhHIggitmEUxl4dUbr8giugXCiBktYCqguyBnZ2o2kkFwh4WKyRdg13r6LTZAHgkIGbVEfL7YREIW74rb00AYwcOgpUitMajsH6Lf7x48DBU2WyQdAVUil0mOxFAL28Agq6hQvyWBCOAoVVJ+J12+KwSvn3bkACMHHoa7KIE14l0N98fX3ADvIIAZzmG/G0ss78vBNHQELZ0l2UeVVsDv8MOv82GbxP3dgCnDx4IuyjD8m2wHcB9l90Ct2yBqxu1DlRW2DE2VQ0RBvS2493adM6IQZAFAX67pZs8cnUshskTx8Epy/Bavw1dAn/8/n1wyxY4xW97Aj1qAphc3wsyCJ9owPot+5VnT4JFkhBwe7uhk4MH9MLokUNhl60Ihbq22ALgnlsegMtqg8/m6HazuvXi6ejhD8MiiogHnN0mmfNOHw2H3YGKZAo2SUJ9RDIXpQC47Irz4HU44LI7YP/WHVIE0K//INgEGZXRVJe1JVYA37/qJ7DJMjyy1cxncfIcuoC7pt+NpNsHairCARtknMox4AVwztCRkCQJ4VAElvKpPCmffOX0i+D3+GARJcTLevrusp0CMPC0YbDJNkR8oc53LnL5O3fcdD+cVjusogSXBRAMvRP3tOtA/6qesIgiIsEI3HYdbocMGwkrgCsuvBAOqxM2iwVBlwibAtgkwv7tXyX/J+XfeVz4T2/VNX1Ykayhx+1jMBjm9390D+cuPcE5K5r41szdrO/Ri16Pl35fgJff+BO+P/cYP195lAsWNPGHN91Dv89Pv8/Pypo6vjFrI5dsauGXG3L882//ymAgRK/Xx3hlDZ9/ezGXrz3Br7Zm+dyfXubpw4fS4/EymqjgGZdfw1VrvuaGfSVu3ZrntGlTGQwE6fN6OWTqBVz+xVpuPlDkrn153nbbT5msrqXX62PvgYP501/ez31HyR2HVa5cuoUDho+k1xdgMBjihZdezaNHyB1NGjceMDjtkun0+gL0+4McO2YiG46SBzrIvS3kHT9/lMlUJX2+IHv16s9HHn2eu46TR4qmJMDA/oPp9wcZDIT4vZ/8gg0ZsiFDZlrI8889lxXxJP2BICdceCn//s7bbMmTzU06ty1dwZ79B5mSAOEIf/brB6jmTUmH1hZy4vkXMxKJMBAI8fyzLuC6z5Z1ZkvatY+srq5lKBhhPFbBV59/vzOb0g9vvI9DB41kJBRlOBThD3/5AHd+3WQ+6mvkxuVfsaq6B4PBEOPJSs74dGZnuCDT1MIRkyczFIkxHInxtjt/xubtWzrt+4+RiWQVg8EwK2vq+dXsL3k812nmsKFjmEhUMpmo5C//8ASb204FbbYu28BUZTUDwRCTlTV8d/6HLJbjR/rxRg6fNImRaIyhcIS33v5Ttu/Y1Ol7qIWsqq5hKBjl2LFT+MVHn/ObZeTp4xgMhBgOx/jgYy92sf3iNw+xpndfBoMhTr3mai5Yu+iUUSenXjHdTL8YjvCn9/ymi+/fnvuYqeoeDATDHDPuHK6ds6SLfcqUsxkIhBmOxPjE32d0sT305NOsHzyMoVCYF936I67YsbGL/dzrv89QKMpgJM6Hn3mC5Klw2t9e+IBVNT0YjsR48RXf48FVq7v4jhg9gaFwjLGKSn749twutpt+8kumevRiOBrn3b9/nK3ldyUGSVXJcvCZkxkKRRhNpLhg65rOEJFK8rs/uZvhWIyhaJwPv/A3trc1dtZrkKyoqqE/GGLNgKHcs3FDl/2OGDme0ViSsUSKs2fO7URbm4rk1df/kMnaeoYjcT7wp+fY1F4OiZJsKWQ5eNIUhsIRxpKV/HTtcuZ4Kg3pVbf/nOF4Bf3hKO/5y2NsbDzIzP/i7s2D46jO/t9PT3fPPiONNKNdsmx5B9t4xdhmNasBAybsa8K+B0gCSSCQkPAmgbAlhDcEQgj7mgAGAoQl2CzGxjbeN9myJEuWZS2z9/T23D9amNi+davuzfurm3pP1VS59PicPt19+pzu53yfzyNeRqmcIdI0fKQkUjVS3zJGPln4T+kfatd0RQ4/+jhJ1dRJZapafnPvE9LX57mRiiKyeUeHNE+cIqlklaSqa+WVxUtkR96UHkekxxGZd9HlkkhVS3lllVxxy62yctk66cmL7LD/fVePeuedd/4PLB//Z8rtt//kTssysawSjiN0d3dQHgixecNnvP/319jSuhLD8JQRvTs72N3dRnZwJ++8/TIrVi5m9+5dWLaDZdrkBzspDnSzdMli3v/wdXZ078BxXCzTIt2/FcmkWfLlZ3z88V/Z2t5OPl/CNm3SPTuIB4QVq9fwxaL3WLb0Q/oHMziOUBrsxa/Y7NzRxyeLP+Cf/3yFnd27ME0Lx7LI9G/DNStZtWIxn3z0Bku++BSzaOC4LsXiILbZSPuWJSx5/23eefNljEJ+yFZkIB2jv7vA5x98wN9e/SN9fX3YVgmj5NC6dSNjU+P5+NPPefNvb7Hsyw8oGga2I/R0dTK2rJKt23by1htv8cnnb9LbP4htQ7ZvF8W+VuL6WJYvX8rHn7zFok8WYxglXEfIDXYSCU1h25YePvrgTd587SVyWY8cmcln2LKjl6bUkXy++CteeOHPLF32MaZlIgLrWzcze+x8trdtZ3BQ44NFL1IslbBsl45trRh97bRUTmXRovX8/e2n+XTpEixbsG1B8u0cNPJCenYZrFz8Lk8//xRGoYRtWZiFXWTtMM3Vc+hYk+bxvzzGZ5+9h+PYWJbD5p09XHHCGTgleOqZ9bz8199jGAVKpsn21q2kd7cxtmYqH3y0kZf/9jDLVizHdcAwHCi2MmnEGQzuzvHpJ+/w1LPPkM8ZOLZDIbeTrKUyvuUI2jcM8IfHHmfx4ncxTZNsNs+qbVv5zvHnsqsP3n5jM395/kFKpQKuC1s2buT6006DUJTW9SaP/fFmtm/biWVZZHf2YAxs4NgjLsAtwZaVa7j3gXsp5PM4ts1gfztjDrqW4fWQ74abfnwLO7ZvxrItMpkMa3f0cME53wIXFi2G//7j7eRzeVxHaN24nqvPvwQCPswB+M2vb2Tzhq1Ylku6fTuS38Jxx54JCuQ6e7njZ3dSzOVwbZt033amHHoFlRWgWnDdTT+gY/tWXNtkYKCf7QWFU+cdDcBHi+CPj/6UYjGPY7tsbGvn0gvOBxV6d8I999zMrp27sEyLnq2bsR2TObNmevkS1q3gwQd/T8kwcS0L8h0cfdJZ2AoEMnDj92+gmMtiWxaF/ja06hrGjZ2IZsIfntnKW6/9Htc2sQo5+twg84+fiwm8/LbJ80/dhVEs4Ng2G9o60AIHM3lCJbv74Zc//y6ZgUEsy6KjdQM4cNjs6SgO9GxezoP3PYRhmLi2g51v57Ajz0ECoPc63PKjG8mnM7iOTSHdhhNNcOCoaShF+MsrG3nn9UewTQurZNCRt/j2iSdj6fDRZ/CXx26nmC/gOC7t7VuxiDJr2oH09MKyJf/gleeewbFsXMclIN3MmHU2lm3i25HhZz+7BSNXwHVssoMdFP0RDhw5m3wOfn//T7vvvPPOR/+/zq3/8Tp+XQ9i257GORyJUVWewHAcsplBDKOI49ig+AiFI0TDMQJ+nWwujWk5FAp5QND1AInyGJoWxjANbKNAtpAHAV1XiccTxIMhMqaBkS9QMi0su4Suaej+AKmyBAXHHtL55zEMT4oVDoUoK6vE59MwzAKFfBHLNnEcjyXvD2iEwxXYrolpGBSHsM0+n49wKEIsXonrFjFNk3zem6y+RrCWxSvwqz7yZhGj4MUW2LZDIBBC9/upisfJlIrYlo1hFDBNGxSIhMMkyxLYrkPRNMjni1i2hevaREMRNF0nHI5TMgvYtksun8O2DHyKSiQaoyxegYhJoZCnaBiUSgYiHqpWC4QoC4bIl4o4jngxDbZHRIxEItTG4xQdh2LJIpfPeRI7XKLRKJFgkFAgSN4oYpk22WIBx7bwKT7isSixaBn2kBxuIJPDsS1EhGg0gu4PEQ0FsEyTommRy2WwbRefphKPxUlFI5TcIZ1+PkdpSO4Wi8YIB/0EdD/FUomSaZHL53FcB01VKIvGCIUjuOJiGgbZfJ5iyYuliESj6P4A5ZEQuXwJx7FJ5zI4toPfHyQYCpKKRshZJrbtkB2SFCoKRCNRKmJRbFGwHZtsvkDRMEBcAn4/wWCAUCiG61rgOgxkcliWt5sRCoWJxRKoPsGxbHKFHEWjhOM4BAIBdL+fZDxOybZwXWEgM4hZMj39eTRCPBIDn4rtWmSyOQzDc6UFA350XSccjqGg4NgmA9kslunJL4OhCJFIGQFNxbYt0rksZqmI60IgGEQPhEjFouRKBo4jZDJ9npRRgVg0QkWsHBuwLJtsLo1RKnkY8VCQQDBENBLDGkIgD6T7sW0Hn0+hLF5GMBTHFRccm4FMH7ZlIyKEQ1HUQJBYOIJtmhhmiWx2ANf1pLqhaIxENI4jDkbJIpftx7LsIRl2iEgkTDAQoWSWyOezFIpehrNwMEgwGMAf8O6BbVsMptO4rhc/EApFicRiKCK4lkl/Jo3r2ICCpgfRAwHKIhFKpoVpWRTyaRzHQVEUAuEIyVgZDg7FkkMul8a2vPkroPsJh4IEQ2FKpoXjWAwODuK6Lqrq85DPwTg+RUGcEn1DNgUF3R9ADwSIBIL4VKG9vf3f0vH/R7/xP/jg7+4MhcK4rkswGOCK67/P9679FYcffwaxQIjOzi2ULItAIMCFl17FVdf8mtPOuJhkeTm6a7Cjpxtd05g8eTQ/vuN5zr/wBibPnovZv5POrg5UVaWpqYY773qR6669jalHnoyd2UWhmKZQKJKsTHD88Sfym4cWMueE0xjZMpH2rWvJZrNomsbRsw/n14++xUXfuYHmlgPpbNtIPu/xtyeNGce5F17Hnff8mQlTjiQS9rO9bQuOYxIMBDjrrPO5+6HXOOSweZRVVrB98xpM0yTg93PIoYfw29+/z/WX3YxWFmWgayvZQgFV8TFtejPzz7icpx98ntioA6grD9O6bbM3IQX8nHTs0Tz5x39y3kU3YCsO7VvXUSp5i81BY8dw6aW38ItfPU6iohZxLbq7O1FwCQQCnHPWGdzz0NssOPtK+ndtY0dnG64IuuZjyuSJnH7x9Tzy8z+TNgYRDHp7d6MqCgG/ykknncE7j77DwXNPp6d3I51d3YjroKs+Jo0dybcvupbbfvgIA5kd5NJp0pksqgqhYIjTTjmGO+56lxlz5rBx9RcMZjOIuOiayrixzZx02kXcdfODfLX+MwzTpFjMezlV/QFmzJjFi/e9QM2osazbtJJMJoeIg09VmDhmBDddcSXXX3Mf3bs3ks3kyRVyKIpLOBhg/kmzueO2vzNjzsGs+WoJ6VweH4Kua7SMGsYJJ53JHTc9wBcrP6JkORhGboipH2fU6NG8ev9zrN+5CbOUJ583hoK/hJqqJLfcchdzZp3Nju7lDPQXcMULwAvHwowYWce3zngITd1GOmtQKBYR10FVfcTLKrnwvJuZd8wJrN6wfOjlxsJ7gQmRSlVyzaWXsaWjA9u0PN2968WHRGMRTp53Ki0tU+nq2UKx4C0YIi7BSJTKRBkHz7iAktVGsVDCMk2sIUZ9MBRh6pTDGTVyODu6tmFZNq5rIyjofj+xWIwjj5jF9s4duLaL45jYjovq84Ldpk+djj8SZ6C/H8sqYbuuF3sTDlNWFqYiOY6C0Y/t2BilEu5QHEgoHKO2biKBkE4+N4BlegspKKi6n7J4GanqKjLZAcSxh74wZYiNH6G5qQaf7vNeuixzT26CSCRCWTxMOBojn8thloZkAoqCX9fRAmHi5VWUjCyO7WJYJojrxckEgsTjNfh8CkXTwLHtIReJi6778YeCVJbFKBh5xHUolQzABwqEQkGqK8uxxfUy/lklL1uX6xIM+AkE/Pj9QWzHwrYcSra1J07D7w8SDJaj61AqmZim1yfwoWoqAVUlEY8hrsNAOv1vvfH//+7H/3/6DR8+RqZNOUQqyhPS1Ngsb7yxUhZ/VZR3P+uXD9/eIkcderQkk9VSV9cgC/+6VD77qiCL15Tkk0W75Yn7npLqqjpJparlhmu/L1+uLsqXG4ry2VpLnnvkFamprpOKRKWcftJ8WbOxJF91iCzZZMnrf10q115ytVRUJGX6lJnyxvPvyOqdIiu3iyzb6MpPb39IkskaSVam5PEHn5AtPSLru235crMlTz/9vhw06WCprEzJnTfeIZs2OdI6KLK2Q+TLVlPmz1sgFeUJaahrlE3r+mVrrysbu0VWdDhy01Xfk8rKlNRX18sHCxdLx6BIb05kS7/II796UMaNGS/JiqT8+o6fyJbV3dJdEtkxINLVNijz5h4vVclqqa2ulS9efVsGHZFdBZHOnZb8+OY7pKm2QVKpann6noek0OVKQUS6BkVWrWiXKZOmSypRKcObmmVXW7cURCRni7R25uX8cy6SxroGqUqm5KM3P5T+nCev68mKbNywTUaNGC1VySppbmySrV+uE0c8//9Ab1qOmn20VKeqpKqqRt7+81MiJc+Hmx5w5d1X3pfGhmZJJVMyakSL7NrWtkfqt2pVq0ydfqhUpaqkOlUj77/5tuzu95z42zt65NlX35e6ujpJVlTKsMbhsmGZ54d3RGTlF1/KAWPHexK4ZEo+fOE5EUvEcEVKuaIsfHmh1Nc0SGWiQkY0D5P8ru17/MNLlq2VgyYeLKnKlFSnauTVF1+TzG7P+7yto0Oeev6vUl1TJ5UVSbn4vKtkxT8XiYhIOpeXFZ8vkrGjxkhFeblUJCrk/l/fvadP27esknnHnic1VbVSVlYuJ51xjrz27hsiIjKQ6ZUXX31TDjhwhoddqEjKzTfds6fu4s8+kbnHnSSpVJWUxctk+tTD5PFHnxBXRDZu2Sp/evxxaWpqkrKyMomXJeSyq6+Qwf6CWCLy93+8IlMnz5aKypTEYmUy9Zjj5eZf3COmLfL58n/KT26/UxqaR0s0FpdoNC7HnHy59KZF0pbIfb/7vYwbN1nKE5USj5fLuANmyJ133y+9fRl5/IVX5OKLb5BUMiWxeLmUlSXkzG9fKduWrpZ1bYNy0w9ul/qGJomXlUs0ViZTZs6S2+64TbbuFvnpvffKiScukETCwxxHy8rliPnnyboukTdXtMv5F10pVakaiUSiEo5EZfxBc+Tn9/y3vL1ig3z3Bz+U6dOOlGg05un4yyvkgqtulLcWvy+vv7tQjjriZKlIVEg4GpdILCaHzD1OfvCzn8h7S5bJ/AUXSKoqJdF4mYRDERk1epyceta35fZfPC4XX3aVTJl2iMTLyiUUiUooEpUDph4mCxd3yytvLZajjjtFkpVVEo5EJRyOSlPLGDnj0uvl7Tf/LgvO+Y4cOH6KxKJxCYdjEi1LyJyjjpM3nn1aXnj+CZl5yJGSSFR4daMxGTV6rMw//Sz5xwcr5YRTzpGxY8dLNBaTcCQmwXBUxk6eIy8vXC8PP/qCTJsxRxJlCQmFIhKOxKS+aYSceMZF8vQfn5Ij5532v1vHP3L0BLn46tukqrpaJk+bJYuXD8qSlXlZurokHy7pkzt+/aQ0jzpAxhx4kHy8KiPLNruyYrPIp6vz8sGnvTJuwlQZ1jJafnbfU7JimyNfbRFZuVXknyvTMnPWXElV18pNt94lq9ptWdPhyoZOkSWbLXlu4RqprWuUU8+8QL7YVpQtOx3ZtNOVVW1F+ftnPdLYOFxq65vk03U90pb2YgC2DYp8tjov3/vJA9LY2CyvfvCFbNptSeegLd1pkbZ+kWde+VBqq2ulublFWnda0pV1ZWdBZHOPyEcrO6S+cZg0NLXI4pX90ltyZaAksivvysZeVy6+4ntS39Agb/x9rezKe5Non+HKroItT7zwsVTXNkhzyxjZlR/alLK9zaelGw05ef7Z0lDfKK29WRk0TDGGJuiMiNz5qz9IfV29jBo9VrKmvWdzzxKRRcvXy4RJU2RY43Dp6/tGhy3iHWPBWRdKbV2jzJg+Z4/u3RFvcXj+5Y9l3AEHSVNzy35IZ1dEzjrjQmmsb5JDZh+6B1P7dXn66Zdk+PDhMmzYiP1wwSURmT37MKmva5DDZh8p+5Zf/OpP0jy8RYY3t+zV36/L8ceeLPV19TL7sCP2wys/+sQL0jxsuIxoHiGlfWyWiMyePVvqampl2ac7Zd/yu98+K3W1ddLY2LRfu/393nFrq2vl7X8sktw+9gd++4w0NA6TpsZmKWb3tnUN5GXWzJlSW1MrTzz+D9m3PHDfH6S6ukZq6xtl9z6d3tktMmfWkVJbUy9PPbNQjH3q/vSuR6Q6WSUN9cPEzOxtW7qiVcYfcKDU1DTKc09/Jqbsff/PPus8qa6uk/qGJtn9Lw07IvK3F96XESPHSVVVjby/eLUURPaMAVtEjpjjxR40NbbsxWR2ROSH379L6usapLq6Vto2e3r3r/9LzhBpGTFSqqvrpLl5hLQPna8rIpYjctRRc6W2pk5qaxtk405jT11XRB6497fS2NAkNVW1ctddj8szC1dJSbz2+7Mi06YeIqlUtTQ1jpC+Pq+/tnghG1dddYvU1tZLbW29vPHGBunKefa0iBQLIs3NLZKqrJa6+ibZ3OnKgDtkM0ROnX+ipFJVUl1TL28t/FS294r0GqbkXJH21i5paRktlYmk93y2i3QXRfpKIl2WyIJTz5Lq6lpJJavk2SfelHXbbOnMiXQ7//7m7n+0nFMEjp0wi6CqE7ItimoYRdWwFR+qz8/4ugOpD4WJ2Jbn6tCGdOqKn2A4yvDyFGHXobksvIeoJ5ZDUAszvqqRslCEypCOY6vIkMhO0zQOqmumLBSmNhHHLRnYqg8RhWAwQH1ZJYl4HE0Bsy+NY4OiCmJBNBxmxoETwXXQs3miPg01oHpkTwWGjRiOruvEwiFCroYaUBAFwgGhKtlASNWJ6BpjyhKoKqgaqLqCritcefJlRDWdmbUtqJqXTF3Twef3sWD6oZQHQwRcG931Eqn7VU92Nj4Z4LCJU/FrOkq2QDCgE8CTm/mAY4+YgV8PkEokiKoqCh7iVgFGjh3L4YcdRSgQoiKyt/bXB9x6wY9IhIIk/aE9ScKHKNOcddShHNTQQkgL7EVRVIZ+px8/H83nY9TwMfuRIY886TRaWsYQDoT2ozf6gesv+jEBPUhjZdN+Y+ZHl3ybMXUjCGiB/9vBfe68E/GrGqObR+8nnZx/+nyam4d7+zP72DTg6kvvJhwIMnVE9X7tXnPZOQT9fvyqHx3Y2vENSTOegLMuuAhd1xkxZuJ+53vOJaegKiqaqhOM7m2rLQ9zySV3o+t+Dp40d7/jXnbJ5eh6AFXVKdun04kaOPfii9E1jbHTZ+yHV/72DWcSCIRQVQ1ln9iEKQeNYO68i/D7NYaPncAQYXxPuf6mh/GpXvrC8n/RgvqAeWcexYwZs9B1jZEzxuODPdJLFTjv+u+hazpqQCOr7F33klsvoyyRwq9rVLd8g2UG0AIwbc5c/H6dmlQdVUPnq+ARLy66/HbC0ThaIEBFdWDPWFOAEy+8hpEHTEb165xy2bc46cQJHoodSERh/vmX4POp6MEAJDw5peDFCZx74+VE4+WoqsbI8fWEI975BAEJwdRDDsOnexyfSJVCRPH67QTgrKvuoiJZjU/XaZx6EFrIIhjQcRUoG17LrLkno/o915MdctAUF8UPYQ3O/+4t+INhNN1PzdjxRGI+gqrskSr/O+U/euIHYdnGdRhWiR2DvaR3tJIvFrAcj6OzfusmdmYG2J3P0LljE8WsTckCn+qjlC3SubuHtFHgjfdewDA8Hb+t+LAKFht3d5E3Cnz+1SJKRQe7aFMs2TgGLFm/hayRZ9mqJSz78gN8Ai5CyVTY0r2bbDGHaZl8RbQnvwAAIABJREFUtnIRqgWKquA6kLVgVetySpbJax/+g1Ubitimx73PZBy62jdiOhaD2Sz//LwD/WsUiqZQ6OulZBXJFgr87R+LSfcolFwXFxefCR9++SFZw+T3Lz9MfhcYjouNAo7Cu8s3kDeLFEyDLW2dWCJ4XmHYsBtaM1mKlsnHq5azexCKQMaEjAHburZj2ya9/btZseEbdroNZHb20dm5jVwxz9Mvrwc8u4un5f58zZdkjAI70v0E95GvL9oAA45QNHLs6P5Gxy9492Fbrg/LsdnYuoHsPlL+7O4MubxB0TRZuXH/UbG2rQfLcdmR3l/H//k2sPQgluuS29/M1ryJ7Tq0bt9Cfh8BeiYLuYJBzjBYs3n/uh3tuzCsEi+8s3U/27puMG3BHroOIxq/mcFtQI0kcQW27ujbL4BLsyI4rkLJFjbs3zRGIYxlC1+saN3PtiuPx+JBQ9vnfBSgYexxiKKRS7PXYra116ExUoGiBbFdhb69SdL4gKg+CtsRdnbtLRzfshvQyjyGE/vHHiBQ1zwBn+InZPj2i1sYPeowj4flauwb7paKVRMI1OC4Pvp72Wux0oGK6FQcF3y+b87m6+tZnZpGOJxEQSM+lJ9D8MZrTUKhadhIT6hQiO/h7X9df8KYg9A1HcUV/K6CibfY20BL5QjCoSpEwHGi2K73d2eo7fKyaR6HSQ0Qsjzb0KNNVflIyspr0RSdaC5ERVjfsxi5CowdMx6foqKIj4Cr4g/4CAxd/7GNk4kEK1AU8JlBLFvBdRVKzv+AIOff+Vz4P/2rrRshDU0jJBiMSCSWkDETZsjrLy2XN/++Wn73uw9l7LjxEoslJByOy4ixk+R7P3hI3vtwgzz77BK59ft3SVl5pYQjcYmXV8o1198uHy/aLG9+sFHu/+VDUl6RlFAoLtFYpVxx1RXyzmufy/ufdMgzT7wkhx0+SyLRMolFy6WxeaQsfP1d+WjpLln8aZd865yzJBpLSDQal4amJvnTEy/IkqVZ+XJVVq645sdS19QisXiFVNXUyTEnzJG3Py7IlxsK8vkXjoyffLhEY+USjZbJxCmT5OW3BmX9dpElX4kcc9J3JBavkEikXJqbR8ofnlwrGzeKrN0qct1Nd0tdfYtEYwlJVjXInCNPlu3rRNZstWX5GpHpM6ZJNFYuZeVVMn7CdNm+tk8GBkV2dImce+EZUlffJGVlldLSMlquuuZi6RsQGciKdLQ6MnLcZImXJSUWr5BjTjxUVq8X6cmIdOwUOWre5ZKorJN4vEJGjztArr/1p5Lv90L23/5ApKl5jMTjlVJenpLjTjhnT2qhni6RmXMOlqoqj30z6aCZcv9vntjzrZ/esVuam0dKvNyre8vNl4hle5/d2YzItDnzpSxRJeXllXLCibPkL6+/JObQp/d7n4k0NY+Q8kRSUsmUXHrDD/d87mdzIsfNO3wo9iAp06bNkcce/UZjXtjRKY2NjRIvq5CKimr5/vcu9eqJiJREJs88TiqT1VJeXiFHHTtdXvn7C+IMuSDeWyLS1NwssVhCmpqb5YLLrxcRz2XmuCJnnHGUp6evSMqsWXPlX8vjv31Kxo0aI4nychndMkJ+/rOb9mSXEhE58fRLJJmokPKKSjnlW4fItt5vsBqPvvy0TJo0VsrLK2Ts2BFy3S0/FpFvqBFXXH2uVCQqJFGRlCOPOmGv47761CKZeOAkqShPyJiWEfLwvfeK8y/HPf2cyyWZTEllRVIuuXye9JveLcyLyGNP/V4mTBorqVS1zJx9oDz450fElSHMsSlyzvnzJJlMSmWiXM6/8FIR+cYV9Mi9D8qI5mFSkUjIoTMPlVee+2rPPRIRmTl9liQqElKdrJR7775LrKFjOiLynSuvkYaGeqmsrJRLLz9Jlm1bJ4bInn2pyVPHSFVVtVSlKuXhlx730nmK53o567zjpLoqKRWJhFxyzXXyyfJvMBIP3/MbaWpslIqKhBx22Fx58fltezLJiYhMnTJDEhUJqamqkrvv/rUYIjIw1PbFV14tTU2NkkpWyrkXz5V/fPWFZMVzx3SmRQ4+5ACprKiQymSF3PHAPZI3vboFEfnOZd+SmtpqqayskHknnSLPvtwpGfGQKkZWZNxYjyNUlUrKL352v+QckV7Llr6syIJzLpSammqprEjIgtMPlZf++aFs7RNp/R9ANvyHyzl1CQQCmJaJgkIwFKKqvAIXH7linmIxR6lkgSKEgiFCoRAhf9jTj1sGhWJhSCrlYVpDoRimXcKxTNLZDK7jyajK4nHCwTCmCK5ZIlcoDFEGVQIBnbJ4GeLTUFxPtlcs5hGBUCBAKFpGQA8iWOTzRYxSEcs00XQvyXU8VoFPcT0Ndy5DySgCCoFgiHi8Ar8Gtu2SyaUpFguICLo/SGV5gpAeIG+ZWKU8+aKBbVlomk4wFKIiGqPkeqiJXH4QwzBwBSLhCOWxMjRNx7RNstnskBTUJhIKoweCRCNluOLgWCYDmUFKJQOf4iMUDhOPJ1F9YFsmmVx6j6RP9wfwB8OkYnFKtknJsslm+zGGFEORaIya8gSWuJimQzoz4KGfHZtY2EvKXhaLY1oOtmWxa6APcRwUZUh2GUnh01xc06Qv3YdtWog4+INRgqEQyfIEhaKBaZmk030eLtqnEIrFaUmlyDsuRaPE4GAvRsnEdV3CoRDRcIhQKIZtW5hmiXQ2g2XbqD4PnxyNVqAogl0y6M9msExPneMPRAiEQiTL45glk7xRIpfpx7IdNE3HHwwwrKqSgiM4lkP/QB+lkonjOsTCIaqSKYKhIAXDIp0eJF/IUzItQgE/gWCQZFUDCiZWyWLn7l5KhQKKT0HXg9TU1VIei5Er5OjvHyCXy2KZNqqqEo5GmDBiGBnboVQ06OrqplgsInjSyeHDWwhHysnlB+nZuZNsNotpmQT9fjR/iFFjpqPrOTKDebZ1bKOYy6L6VPyBEMNHjaGyvJKBdB+dHW3kc1kcW9B0P4FwiCNmTKI7bWDk8rS1tVIo5FFQCEdCTJ44kVA4xq5dfXS0b2Ywk8d1HUKBIIlEhDHjD8e0+8n29bJhyyYMo4Tq8xGJxJgw+ViiiSD9XVtYv2EdRiGHK4KmhYlVlDNn1pH09HbT399P2+Z12LaNoihEyxOcfNwRWL4AG9dtZdPGlZQM00uQEgkxormCAw48hp7u7az+aikD6QzgIxLwU56IMHXGqRSNLgZ3dfHV2q/VbyrhSJQZs0+nMhmhbcsy1qxejVkysG0X3R8inkgw99h59HS1sWNHF+3btnwjQY3HOOXYOZSUKO3bOli//ivy+TwiQiQSIZWKMGXKfArFHro7trJ+40Zs2x2SxcaYPO0kyitDdG1fw1erv8IqmR5ZVg8QjsY54vC57Ort4qP33/m35Jz7ulD/o4oyhCn+Om+e3++nKpHCQsGwSgg+FJ/34aSrKtFQmMqKWnb0dODYQz59BBGXUChIXf1wdg12k+3tRRQf4KAg+HWd8kSSvG0xsKsbn+IbQhW7aD6FWFk5ihogk+5F9emIeJ5wURSiZWWUx6rp7d2GsgdzDD6fgq5rJJP1pAd3YNtDfrUhhIOmqkTDUVy7gKnY+IaQsgqgazqhYJCAolJ0SriuDEnNXFSfD1VR8Gsapm3iWiaufIPW9fkE3a+jByKUcl68AUOoY8e10XHwB6LkcjuxbHcPUtYjA3s+W3Bx7JyHuBXvo9Xn0/H7FHy42I63p+K639T1AaZl4gJGqei5hFxPSuiKhwp2HA2jlPN464riZR/D5/XBp3r4X8tEERBxh1DFgopgGAVPGmc5Hu4XQQRUhP6Clw2qVPK0/+LRijy2j2Pjio+S5Wnxv0bgooDjuLhoiFXAdCwUcb1rjYfz8OF6+RlKJa//IkNuBUERl4FMFlfx4dgujis4rouIYDkuecPGsAxKpRymaeEO4YZtAdVxyWcziJhYpgWOgysuiuudbzGbpZTL4rgOVqmEY9t87bRwLYutO3biiiCug+063r8RTNthZ08vmjaIaZUolkwscXFcF9vxdPLdOzZh2QVsVxDLHLrHLiDs7u4k09eLUSpiG94C6LoOoCG2xdIVq3FREMfBNE0cx0URL95g/cZNaFoAyypRMLzcA47revkTMkXWr/uSUimNOIIzlB7LdQXTstiw9hN8quLlWzBL2K58PWwxiwWWfPqhJ38cwie7rseydowi7733EeJTcSwL27JxXAcEVMuhra2Pnp1v4roOuYLhPSeuTdH2Iekiny5eiCM24jhYrndvfK6LZdusWfEetmPiuja2be1BootYFPNZ3n/rr7gIru3gDt0/RHAti3c/XIKiKDiOi1EyERQccTFNi76+Ah9/vBARC9OyMW3BdWwUn4phWqz66kMUxcGxrT3tuo7g04SSkWfRR3/fsx/575T/aB3/44/9+c7hTaPIZAYIh0L88Ls/4swbfsXRJ53N7BmHsH1bK/lsGt2v870rb+bGHz3M3JPP5/DDjqC5dhQrVy0hoGu0NDfzx8ff4pjTLuOkk89jWN0ovlq+CBShKlnNk08s5JQLb+DE0y5izIiDUMRH145NlMUrOOusc7nj3qc4/eyrOe6kU7EMnW1bvkJTfRx17Dx++dCLnHnulcw781I0NU5/306K+UHGHXAQV91wO7fcdg8Lzjifgw45kvauLvp3dRH0B7js8lu556E/c8p5l3PciWfQ17ODzs7t6LqfYw4/mSdeeIszrrqOeaeciZsz6O3twbJMhjU3c+O1t/Kz3z3OaQvO5eCZs9mwdiOZbB8B3c/F376Ue3/3DJdedx1HHDGHzrYCg/3dIDZTjzyeK667gXvufYiTTp3P6JaJrGvdTj6zm2AgxAUX3cKTT/2F71x3NeMPmOxF4Q7sRlNVZsw8kdtuvoVf/OEhZs88jOZho/lq5VLEdQnofq67/hb++09PceyJlzFx3DDWrFmHaZpomsrsI4/kmhuv5r77/8gBk0ah6ym2t7UOvcn4Oeb0y3jjby9z3hXXImae1s1bcRwTFIXxE47gqqsv58FHHiERi2E7Ybq7t6Hgsfbnn34hT/3pUS64+BJ27cqwva3Ve1v0qcw67HCuveFSHn7kSRqGVeFKhI6O7YCL5g9w+Iln8c7ChZxz2Q0U0r20bWmjZHtfEo0jDuLyq67moYfvw68HMUo+dvd2Ia5LJF7OzEPn8OQf/5sxU2chtkNPT5eX1ERTaWxq5v6f3cP3bn+YXLGXzu1t2LaDixBJVFLTNJqnn/mQhmEhDFOlf2c3JcdC8amUVya59Se3cfnZp5JVAuzqaPeSmigKeiBI08iR3H3TzZQNH00+a5Ae7PUSsWg65bEyLr7sOi675Pt0dnXSv7sLx7VxUQiGI5RXpPjxnb9B13yYhkEuPYglLoriIxqPcf6FlzN3wmT6rCKDu3uH9PQQCPhJ1TVwzSmnY8cTFDNZCoUMtuvtp8XDYRacejbHHn08m9u2Ush5iXQEhZBfp6IyyZkXXcvOrk4s28QofR3zoBArTzD/jMupTSXp3dWFUfKSzgiCP+SnethIZo87iLRRwLEMioaBK4LiUyirqGDK2ImkqhvpG+yjNNQuPoVIIEBZWSVTpx7Ort4dWJaF43js/JDfTzAaZ+Zh8xjs7/E4+ZY30SqKQjAcYtK4CdQnqunPDWAaJby0QIKm+YgnKpg5bCS7jQLiWhhGCRHx4gdCQcY1jaSiPEXeyA19BbreV4iuEwxHGDtuKoMDu8AVTMfBBVTFhz8YZPSoCZQHg2TzaayhRQVFQdd9hCMRRieSpF2HTHrwf6+Ov2XUgfKD238vlclqaRg2Qt7+fLf8c3lGFq/Iy98/2Sm/fvAVGT1uotTWN8o7S3tl0eqCLFljyqKVOVm4uEcmT5sj1bX1cspZ35alGx1ZuqEky9fZ8vHyvBw5d75U1zTI7COPk9WdIus6RdZtF1m2UeT197ZJQ8MwGXfARHnpH+vkpTdXy5p2kXXtIu98npfmYS1SXV0n//3ce7KpX2TrbpF1HaYs2eTK3b95Wmpq6uX6m34pX24T2Zp2ZHOfSNuAyItvLJea2kZpbGiWZWtF2gdL0p4VacuJfLZqQBoah0lNbb08+9eV0lXwuPhdWUfWdoncettvJFlVI1ff8FPZnvXkYr0lke6sI6+/vU3q6xuloXG4rNnp+TXTxZJ0FSz5qlXk7LOvktqaBnnyxXelZwjbnHU8P/HDj74h1TV1MqyxRXYNcUREvDY+XdEpU6bNkPq6ennvvR7J/4vNdEVuvOEnUl1dK8OaRuwl2TRF5L0PumXSxGlSU9coKzbt3iMl/Fru+Z2LbpS6mgZpbh4l7fuoI19+aZGMHjlO6uuHyfYtsh8ied5xJ0t1db2MaB4p5j6azacefUNaho+U+toG2bwjt58s81sLLpCa6loZOXyU7Fuef/oNGTGsWepr6qVj3X5mmX/8PI89dOV3pbCPzvSFJ1+R2qo6qa2pk88/Wb23sSSy4OTTpSpVI1eef43sq/d85omXpbqqWmqqquXzt9fsJZvc+sUqOWHu0VJdVS0LTj5Verd2i8g3vunX/vi41NXUSk2qWl7782t7tbujbUCOOnyuJJMpOfeUM8TdRyr6X7ffLVXJlNSkamTpWx/t8cG7IvLxi6/KQQceKDVVNXLxuefLjjWb9qp7xQXnS3UyKVXJKnnn6Rf3sv3tmb/KyGHDpTJRId+/9CqRrNdmSUQyRZEjDz1KKhMVUltdL+2r1osh3+xp3Hjtd6WxvkFSySr5w3/9Qtq7+vagmd10QUa1tEgyWSW1VVXy5VvviCHeeDYylsw76lCpqqqWysqU/PneB0Ryno/eFJGf3vpTaaiplcqKSrngjHNkR/sOGXS852hLZ69MnDhFkpVJqauulfdeeVv6HW8/Y1u6KBdd9B2pqqqRikSF3HL5t+XzRcukX0S6LZG2bZtl5PBhUlmRlGQyJa88/AfZ6Yi0Z0TaOzrktOPmS3WySiorknLFRZfI2tUbpTMn0t5nyD8/+lSam5q9dJ+VKXnhT8/K1n6R7TmRlVs75LgTTpaqVEoqEpVy5vyT5d1X3pRtAyLrewr/u+WcoDC8vgFN09E1Hz4sdM2PpuqoPp2RwxqpTdagqyqq4hIKhPAHdC/yrizGsPoRaD4fVRUV6LqPgO6HiIoe0hg9egx+f5BYWTmOBVLyfDG+IOg+cygDk49Svo9JBx9IseiiB6GyPEyqKoWqqpQlyj3Zl4Du1wnrCuMnjUNTfXS0byQcglLBhy7g2kJtcw2a7kPxaYQioKke31WxXYKxEIFAEF3z0VyVRBFwFQfFFQJBmDLtcIJ+P42Ntbgu+GxPpaFrPoaNasKvh7zsXmJhAv6gn3BIo7IMJk738K6VCZ2eLhjMeJJPFZg0pRFN81C3gZCHopWhX/OweqbPmIWiKDQ1lKMNbQepeFTC2YeejK7r6P69ccIacOCkGoYPH4PqUwjH//WOer9ZR0zxIjdDOlX7qCOnzx5FXUMSTYXaGvZTjRx+5InouoKq+dD3GcEzjjiJyqpab98n6u43wGfOmoTm8xGKaOybx+ioeQdTW5dE1X0k/0UpuqHdkx0ddsyJ+AM6DQ3D8O/jJJ15xAI0v4ZPhdSIxF428cMhhx+MpqlUj0zh7qPnnDv/UFRNRdN1ypuH79Xn4dMnMOfI40HxUVnXSHJ4DfCNj3bSUeehqD5E9TFyavNe7VYNK+fgQ2ajqRpVTfUo+0hFTzt7nodW1lWqW6buhd0+9IzTOGDCAQgqNU2jqRs3aq+6x550GaquoqkKE44+/JtzBQ6deyqNzaPQdD9jJk9Bol6bJhAKwqwjD0fTdVTNR/XIsXuSj+vAuectIBSN4PerNI0/muraCi9tIaDEQ4wYOdzLdqb7mXjoMehDdf0xjcOOOo1gIICm+ph53NG4kaGxCsw77SoSyVp8msqEg6aRaqwj6POeoXBZkoOmz0JVVXyan8bxR6P7vLrJeJAFZy4gEg6iaSrDxs5l5KSp+IGIBo3NI2ka0YLi8xEIBJlx3Clo4uIPQrKhgTlz5xOMxdBUjWmHHEqiYTR6EMoqAkyYcQjNLeNQdT+arjFmwhHEohDwOZSnapk3/1voegifqjJm7KGMm3IMmgKR4P6U1v+35T974leEEn5EFFxbwU57q5VpKwSDYfJOiHhFLSIa2T4DxbKHfNkKqqIQq6gBNHZ1p8G18engK4FjW8STwwCFYrrk+QZ1Ddt2sYtCpKyOYKgcCBGJDsMtCclKn4dn1kHVK1F8fjo70zgOKENPoV+FyshoBJ3mAw5hcECIRYGAN1HGQrXomicH27rNYwVpflB9CkFfgERZLSIq61uzBFVQ/So+TQUHEsnxCBp93RplNqCCTwdHBX/Ah08NompR9IKOYzmUhvScug7TZp6NTw2BOpyqSrAtCKnewK6vnoRfjWG7GgMZ9iBjASIxqKs+Fp8aoGOH35Of8i9c9eZp+Hw6mhImss8sGo7AMSeeh1+LklIr92B/laH6xx1/Pro/CkT2m9hrEtWMGXshogRIF/Zn6h9x1BX4fH7K4vvr6UePgtNP/hZ+PUR9KLZf26d/62b0QBmWE91vgyuVSDFp4rdRFB3rXxSMY5s80eGJx12N6tOpjk/dr92mJtD1AH49zIiqvXMMOMD553+fQCDK5ANm74cxrq6oIhiIo/o06hNhBvcR3J9/5s0E/UGG18/c73xrRwQIBqL4NT/NdQfsZ7/8ypsIBIJMnzRtPx3/sPGTiETKUX0BGmuj+9W94ZJfEgioTBo3G3OfmWL+gsPwa0G0QJhEddWevytAvBquvuI7BPx+Dpg6fU8egCjegnX55d9F0zSCfj966JtFzAeMmnkok6fORlX8zJwybY80UsWTSV7+ndvQdY1wIEQmpOAbalMBLrnyRsa2jEHXdYINY70XoCHbpBkpzlywAF3VOHDSeGy8hUYDaqNw7U2Xe4IMVaGlxeuRDkSAqYefyEHTZqCpGrMOmY4b8doN4kmjzz3vBjRNQ9U0zPIqAqqP+NDcfOFllzBp1AH4NJVho8eCBgHVO64eggsvOB1N8+HXglQ11hLQwR9SKY+qHH/aCQxvaUBTVaZNnUo2pBDQIBj896ft/+iJ37Ed3nvzMYqFNH39u7jzjvOwducxC7vp39nK26/8ji+WvMvAQA933Homb7z2GlYxjZ0bZOf6lbz/7nNk0rtZvOg1XvzL02R2F+jN9uH253np6QfJpHezZtUnPP+n+8l0Z8jkslj9Wf7+1yfZ3dtOR/sWbr36eLq2t9GxyySfhY/f+Zgtm5eTy/bz0F2XsPSLT8mkIVOCDz9t5c67r6JYSPPC43fywF2nsrkVCgbkDYU/P3E3mXQPuWw/9/38GFZvcCkWoS+r8P6iN9jevpZsLsf9957FRx9nyfZBf0Ho27yJRx48l2Ihwwsv/5wLr/g2Thp2pS0CLjz/x/sYTO8ik97JeeceTmGnit8Fy4D331zD7TctIJfr4wdXH8dvf/NfKEDWhHQ/3P3L28jkeslle7ntRwtYvh76DCFXgpdeep7X37iFTDbNT+6cygNP/BERyDkOYsJzj15APp+ht7+dS7/7fbC/WTief2whjzxwK+lMD6edfjQvvegJ47+e9G767iVk0jsZ6O/gof/6DQAlvLfCZ199jKVL78MoZvjBj09l1bqVuEM2w4InnvCuReeODfz2T7/fa8z87elPeOqZR8nlBzn51NNZ+NrOvezXX3c2mcxOMgPtPP67P+zpkws8+8pjfLbstxjFPLf8+FTautuAbxaexx+9BMMo8sTzV/Hgo/fu1e5bf/uKYiFLLjfAWeecv5etcwf84pfXk8vt5vafXM9Lj/11L/uyZW9TLPRRNArceff5RPdZkZ577meUzALvfHA3T7zy2F62xR/0YhhZDCPPld+/di9b3wA88uS95AsZfvvIg7z63LK97F+t/ACjOEDJKvLz+3/IvuWdD3+LZZm88sZPWbr2071sC9/ciGGWKBlZ7nn4vr1sazfBi2+8jVEqcu+DD/Dxx+y5ji7w2jt/wrJN8sU8Lzy7bE9iH4DtrcsYTK/BtA1++9jPMLLehC94k+WalW9j2zaFYobWzV9h/Evd99/7lK6ebkp2iVdfe5ydfexJ5LNiA3y5eiOmZfHkC6/xxVKvLw7e//n4sw+xHItiqcgzzywjNGQzgd3dq8nmtmM5Ni/99UnsAS+Riok3gXa2LkVcB9Mqsnz1hzjuUDIj4IvPt9MzMIBlW7z+7rts2vzNIuaasGJzK47tYNoWC19biWOAOOC4Qkf7Gkp2HnGF9z56DfoKGI4zlMH53yv/0Zu7d//853fu7t1JIZ/Dsm1KloFupMlkd7Nx7Sref/dl+gb6cWwLs1igt2cT8VAZa1ct49P3X2XN+lVYloW4Qt+uTVRV1rK1fT2fLHyO5Ss+x7Q8Ml9P91YG+noomCZL33+Ddz58jd6eLsQxMQsFcoUMeqiMto0reeVvT9LZtg7LtnBKBj3FEkEtQcempXzwwVus3fAl6d3dOEaJ7t4B6kZOYmBXG5vWbuC1t1+nZ9tmEJfBwTzxmgbc4i62tLby+st/YdvG9TiOg1lyMJ1+woU03Zkirz/9CJ98uph8Po9tWaQzA9QGdAY1P1vXrOfpxx5gV28vlmVi5DP4/QGi4SStbVt58smH2LBhFYVcFrNQoKO9lXFTTqGrcz0blq/hz2+8yEB3O67tsKtrgHEz56KLy7b27Tz5wnOsXbYMx7TJ5Ey6MkWmjxhBa2+BnrZOHrj/12SzHnK2LzPAgZWVaPFqutq6+P2Dd7GldQMlyySfHqCt9TNOPP5idmd7WfHPT3nsiUfJZjzUbVvbNo6adzVaHDrbe3ngd4+wcdVazJJJ945B2vI2c2cfzQAKvW1p/utnt5PNFrBsh+7+LCfMmEwoWYXdV+BHP76U1q2tGJZFbqA8wjKZAAAgAElEQVSXHTu+4IxTzqW9v5etH33I7/7yZ3JZD6u9eeMaTj/vWgwNdncNcs/vfs/a5auxSybbO9NsGTSYO2sOpuoFQP3olhvJZLKkM/8Xd+8dJUd17ft/KncO05NnNKOcc0IChEQQGRMMmJxEMDY4kZMNXDA2GBuwcQBjE0wGg22yyRkBAgFCWShLk2d6OlXcvz9qPGLg3XffvXe937rrnbV6re7avc85fep0nap9vvv7tdnY3sPRu03DrW7AErj8orP4YtMXOLZDvqeTOcPHMWz8GALguRef5sEHH6CzrR2nWGLFmk84c8k5KBqUgJ/dcgfLl36I5/ts3ZFnr0OPpDadIlDg+Qcf4q777qatvYuuPpeNnUWOnjebSLYKgFtu+D7Lln+G67n0dHWyYOwEGkaPBOCfb77GX+6/n/YtWykVCqxf/xGnLzkNCC92N/36YZa9+xaB57Fmw3a+ecp3SETABf752JPc8oe76OzqZntbnq15OGIgRANw1ZVnsG7dF7heQFtXN0fOmUu8Nrzzf+ihW/nHM8+Q7+6mu6ebvv4VHLT3oYgVPm3++Mab2bZuA57nsWHjcpacchqKFrb7q9se4eVn/0m5XGb1+k0oaoSZ82fiEd5ln/29i+nr68H3od23WLxgARgaJnDJZeewbsMmbLvC9v4iiZTNzEkz8F34ywO/4MWXnqOQL9CT76Wn73MO3/9g+oFyv8/PbvkVW1evww8Ctm5byfHfPBnfCs/Pb297mBeeeZZK2WbNF1tB1Zm158DTSBEuuvRiurq7ES+gWywWz5mDGosRVOCXv7qQTz5bQaVYpKPUD8pm9py9iLIHPVs3cvPvbqdzexsiAe2dqzjq4BPBgIqn8Jvf3MPS11/Hdhw2bN2GrmlMn7s7jqZy6/X/D9MyG4YplhXBde0QxWHqpDPVGLpFuZinWC6Eu/GBT9S0sGJRkvEcpVIvnutSLJfwfQ9VUUmmkiSTdbhuCbtcpL/UT+AHKArE4gkikTi6blIpF3Adh1K5CIQQ0ngyi2WYeL5DpVSiWC4Q+D66rpNK54hE0gR+kVKpgu2UsCvlkEbVsEinq1BwsR2fcqlAqRxin61IjHQqia7reK5HqVKhUOxHETANk0QyRsSM4gshFbRdHsAZhzkA2XQWCQTbc6mUipQrJfwgIBKJkk5miUSTVMq9VGyHSqWM57noholp6ORyzThugWIhj+t6lCshXW00EieZSmNoKq7nUSgVsSshbbQViWJZFulEAs/38T2fQqmA7TgIEI9GyaSzqKg4nk1/sYhj23ieSzQSwTAM0uk6bKdAEAQU+vPYTng/FosnSSczKAiOV6FUKg/kNIAViWOZGul4HDcI8D2fnr4ePD9UMkrFoiSToSSibYdj6Ng2ru8TMS0i0QjxaBYvKBO4Ln3FIrZtD+DP42QytahqgOM5lPL5wdyPyMDvzSTi2H5A4Af09YV5C5qmErVMkskUaCYELsVCP/liCQkCopZFKlNFxIji41IulShXypQrFTRNxzRMqjLVqKqP7wf0FfopFcP5Zlkxspk4UcOiImAXCxQrIaRUVVQilklVJoOqW/ieS19/D8VimBltGTrZbA3RWArX6adQ6Kds2yFmXtMwLYv66maQMn4g9OTz9PfnB9utzWVImVHyrk2xUKAwQCOuawZR06AhV4VvRPGcCm3d7VTK4bmPWia1tXWkoikKlSK9vR0UKyFU1dR1zIhFY8MYAr+AXS7R1dNNxQmhpLF4iprqelJRi75iga6e7vAc+C6GGSUWi9FaW0fBcbBth7aOHfieh6KqxCyLpppqook0Pfk87Z3bsb2AwPOJWSaRqMnI4RPJ53vp7G0j31/E83wMTSMStRg1ehZuqYtiqcDOjrZBunXLijF8+Dgylk5nf562zvDmM/A9TCNCLBZjdEM9RTTK5Qrbdm7BdcKAViIaobW5mVgsTW++h23t27BtD9/zsUwDK2oydtRMSv1t9OWLdPaEmiEoKoahM7xlHDFDI1/Ms6OjjUq5FLLcGibRWIwRtfXYms7y5e//v0vL/Jvf/O7qmroWioU+NMNg3h6LuPjK2znosDOprsuyY0cbdqUIisLk2fNYsuQslnz7tzQ3ZzGjabZt3wQSYEbjnPO9Czjvh3ez+6KFOI7Ntu2b8X0Pw4py4inn8O0zL+fgY5bg+T4V26OQ70bVDZonzOTyi3/BcWddxORJE9iyaQe9vR3oqkZV0wh+8L1rOfv8XzFz7mi2b+qgUilQcWziiQwjx87jppt/x4K99yGba2b71i8olsqoqkZ980j+7fobOOb4JeTqR7Bj6yb6iwVUVSWZyXLxVVdx7pLvM3LibLZv3YRdKeK4HvFEgrETZ3Hd1TczZ8EBxOIJtm3bRLlSRtNNGuuauPjymzjvB7eiWCW2b96C54Z47nRVLa1jZvCrXz9KfX01EStO+/YQLmgoKtn6Zn7+819w0jHfIm8LO7duwvVcRFHCxKG5u/PTCy8jNWwUTtGhd4CTXTc06usbuej8KzjhhLPYsHkLvb2deL6HKCqpaIzmljFcffWv6S/14Ng2/f35AVieRramlu+ffzELpk1jc2cv/T0deAP85/FEhIbhoznvqGPpEpVyvpfyAGxPVRSy6TTHHHoM8+ftybovNlCqlPD8ABFIxuLUNwzjyp/cxLbt26nY5QGa4wEK5EyaU0/9LvMnTWTD9m1U+ntB1/C9ACtqUtPcwsm7L6DdEyrlAhW7gud7mIZGMhZn3wUHkKyrI9/Vge2G2HZVgYhhMHLqdHabs4iOtq14A3BBbwDuGY3HmDFpHhFNoeDYuKUCzgB00jBVGnK1jKmpozcIcMplPD9c8FQVIoZOS+sYFMOkUingOGA7FRQFLNMkVVtHc9Mo8v1dOHZIY+wHProaaks0VtfiuRUqnodTKeG6LoqiYugamUSChGGQ91zcSoUgGMjVQDAtg2QiTdn3cFwbx/bwfQ+RgIhhEEukUa0UxVI3tiP4nocXeOiajm6YJKIJisUubOdfYxEuoKquY+o6uqGR7+/DsW18z0YCQddUdMNAFZ9CpYhtl/B8l0BARdBNHTSdsuNQqpRwHBfX9yEIUDUVXTdDDYZSL5WKh+d7A+deQ1N1fM+lv9QTRhRcL0wMAzTdBL9CX6GX/mIex64QBCGkVtVUVE2h7DkUBjj+XbdC4IdkJpph4AUq+WKJQqEXx/HxPBcFQVF1VEWjXC7TX+rFtm0c1w01RVDQdYPAr5Av9FAsFXDtkJJbUcIcHV1VKfsOhUKeQqH/v3XH/z/6wn/77+68es8FR7Bu7TIM3WTJ+bcwcfwEtGiU5qYRlEsGW7asIPA8Tj33OubtdjDJbJTaphGMGrUHS996GtuukEhVcd4Ft1JTlyadrWbM6D348L1XKBX7iERTLLngdiZMnkiiqopRw2cSjTWzfNkLGJrJwgOX8M2jjieaiDOsZTLp1ATef/dvBMCkKXtx5neuoq5Zp7pxPE2NM7A0izWrl5HLNnDssRez/zf2pKp2FOPGziGbrOL9915BFJXDDz+HE5csIZltZMToyYwdMYVXX/4bIsKkqfO4+NIbydQ10DpyEpOmLKS9bRNbt2wik63hostvYf6i3amub2XuvP0p9jt8vuI9dM3kgGPP56yzTqOqBmbO3YuIOYq2HVvp6dnJ+AnzOP6Un3L4oa2MnzKLeXsdTvvmHaz7YiW6aXLqKddy8unHMGLkMObvdRARYM26lVQqLjNmzuPHP/418xfMZcasPdhr9xNYu+oVtmxvwzAsfvD9n3DK6acycVIzs/c8hh1b1rNz+2YCT1i05yGcee4v+Oax01i4z+FMnroPy957g96+biwzwumn/4hLLj6XeQvnMWXGQXR9sZrNbTtQVdhnr7l874KrOfmsk5i35xFMHDGDT5a/TLFUxjAMzj39bK659gYWHrAH48YvZtXnb9Pb14cILNxtX8777k0cc8Ie7Lfft2gdM5MP336RcrmIaUY45dQlXHnF5ex9wF5Mm7GQDZ99xM72DkRR2GPeZE487SwuvPoq9lx0OM1NY1n96esUSy6ZVIL9F+7Nn/50H9MXfIM5Uxex/JNX6OvLo6gaI4c1ctXNf+C8JScze84xrFv1Kr19IS47FjGZPWsKv7r5Kb513BkkG3NsWrmMfLGMpqmMHl7F1Vc9xE8uvZy6CZPZ+NkyCqUSrucSjZhMGDmc397xBPsdejQN1TlWrvwUp1JCUTWqMknO+dHVfO/s62gdOZx1q5ZRLIfKXqZlMKK1lRt/+hiHLT6UvNvL9u3bsO0KhqbR0JDm0u9dy6+v+jVtSoktG9ZTcZzwaTpq0VRfze2/+gsjps5AkyJbNu3A80LRmmwuw1nnX8zx37qaiNHF2jXrw+S9wCMWjdIyookLL76fceNr6O3ppjefx/McNE2jpqaBs5dcxI/OuoSPV39Af18PjhvmUmTSMerrmrn1utvZ0d+O75Tpy4eKcKhQW5PlO+dfwpzdDqOzcxXdnfkQi68qRGMWo8e1cuSxV+C7W2hr6wt1DcRHNw2yVVkOP+J8Mpkyvd0FihWbwA8zuiORGN884mgOPuhI1q3/PFT588OtcdM0yWSynHXqEtp6u/GcyiCOX1VVEokYC/c6gJFj9yLfv4FiwQ4XBQV0UyebzTJ33glYVjvFooPjuAO+CqYVZY899mLmrLls2boZ1x1IgAwEKxIiFfddtC99hQJtbTv/H8bxj50if7z7RamrHyYNjS3y6PMfy5vL+uTND0vywrvd8ugzy2XxgUdJXV2jPPj3t+X1j115f43IO5858tL7nXLKGT+Q2po62W33hfLWp64sWy/y3kpbXv+0KJde/nMZPXqCTJ46Q95ZI/LRWlc+Wu/Le5878sp7bTJ1+hwZMXyM3Hbv32X1FpHPtous2CTy4Tpbdt9zb6mra5DvXXCNfL5TZG2HyOqdIp9vEXn+jVXS0Ngkixd/Qz5eZ8sXHSKbe0RWdwTy7qdd0jSsVRoaGuWpV1bLpj6RzX0hxv/j9SUZN3Ga1Dc0yzXX3y7tjsjWHlc299myfqcnL7y2RZqahsl+Bx4i6zb3Spcj0lkKZGdZZP0WkdbWsdJQ3yTPvfy29AeBFAewz50FkT/++X5paGiSy678uXSXQzx1SUKc8gfLV0lTU5M0N7XIli9CTLQ7gI3u6RG59NJrpLGxSW66+U/S74Q4/H9R1r79xtYwf6B5mHR17yJXdkWku1fk1JPOlIb6Znn80b8P4sMDCet49qmnpKGhWVqGjZRKeSjlb2lnXg479DBpbGyQJx59Xb5a/nj7X6WxsVFahrWIFIYC+XduETlw/8OlsaFJXnzuxSE5AL6IPHDfPdJQ1ygjWkaIVx7iKkFfRRbvu580NTbK3x955Wvt3nXbw1JfVy+LFuwtkh+aIbBzm8iwphapr2uQe39/x9d87/7zfVJbUyd77ranlLYPtZW789Lc1Cx1tXXyb1fc/DXf2266V+pqG2TG1GnSvaV7iO2Tj0WaGodJfV2D3HTDbeLLrnHe2Sly7Q23SUNtg+y5+z6y+qOwz4GE52/lyi+kvr5B6mrq5SeX3DpYpzfwpSWnfVtqqmtl9uy50rm9IO6X6r7/nvfD3IOaevnTfU+IN+Dnicib74ss3v8EqamulW8efYas/yIce1dCTP21v7hDGuqapK6uUe64/fnBPldE5N0PPpWx48ZLda5WTj/9R1KpyKDOsysiBx5yuNRU10l9wzD5eGWH2BLOR1tErrzqLhk+fLTU1DbJz259VFZv26Wbe9f97TJtxgLJ1dTLAQccJ8++7EhxwNbvipzw7Z+Gmsm5arnuun9IUUR6fF9KIvLAk2/IsJaRUlVVK4sPOEY+3RDmu+RdT3ockUX77CdVVXVSW9sgv3vwDWkvimwrifR4Ipddfre0Dh8t2VydfOOYH8hDf++R7QWRDkdkU6/IbguPlqpcneRytXLZZQ9IR1lkc8GXbUWRa276s9TXt0hVNicLFhwkr71bkg3toR//t3H8iqIMUxTlFUVRPlcUZYWiKN8fOH61oijbFEX5eOB18Jd8LlMUZZ2iKKsVRTngS8cPHDi2TlGUS//jVQkSyWoiZgJdj2OpTShiohgKhqIRM7I01E8gEsngl+OkIzqKT6goZMWZO/cErEgGXa0mqiv4HkQMFVOLMHvGsUSjdShE0YNwNTbUMM6WTlVRlZ2AqBa1qVE4vhsqPkXAMkymTDqCiJWmafg0lAB0ZYBtTyCTG0c0mqW5ZRKBZ4TIARWMwMdKZGmoG4FhxIhKPaYOhg7RWMgtstvsvTH0CLn0JAIbIgkdVTSsiEbz8GYsM0kq1kLMSKMZoJsKhgZWHDLpOkwryYimqUAIc7MIQ9B77HkCETPJpJHjiBthavq/GAAbR40jEcuh6xaGwSD9rgW4Jhx75IWYhsXYYbvhFhmk2FWBqVObiFgJDCNO3IoOnjYNSKfhvPMuI2JFmDhuCqGm0i445+z5h2BZMQzdwIoMhZdF6pKc9K0rsAyLMcNHfW1aHH38kUTMGKZh4sWHTuGaZvjO6cdhmSYTxk8dYlOBQ449JZQSNCyUr1BDKimLM0+5HMswmfYVX4CTvn0ssUiMseMn4MWHciDnGiGXyxDRNcbNmDXEFgBHnHISVsRi0qjRRBuG1ivZJNlEEkPX2GfhHl9r9/TzTyYasWgZ1YpSNzRHYNI0yGSToUra7Amo7BrnbA5OOOMYdFNj7PAWxkwN+/wveOTw8cOJWRE0XWf//fcerFMb+NIll95MxNKZNGUyWn18EDapAMedMptYNIZu6oye0oo24KcBM2fDud8/HN3QmTljDK3DGYRdGsBpZx6OaoBu6Bx93P6DfbKAabMmc9RR38AwDRbvuxe2NZCvQoiUufBH16GaKroGyZY0Orvm44WXnMHYseMxdIWps+uobwz7YwHHnVDDyacfiaEpTJg4nPkLjEFbVIfzLzoAw9SxLJNDv7k7CpBQVXRg0f7z2Hu/3TFMnbnz5xKp9gdCQhqmARdccBOWpWMYGpOn1mPGIBEF0eA7F57KrFmzMXWV6dOa2WvvDLE4mEb4Hzn3u0eg62BZGkcdOx9Fg7QOpuFxzPH7M3O3SaiGxdQZEzGiBRIp0PWvZqD858v/CZzTAy4QkYnAPOC7iqJMHLD9SkSmD7yeARiwHQdMAg4EfqsoiqYoigbcDhwETASO/1I9/04R8v0FbLdIudLL0tcewFEkjMchVBwPU4Oy3c/K5S/R2V7A04RypYLrw9rPX8R2CrS1r6G3swtNBfF1AhE2rHmTit1Lb76D7p1tVGxwPY9AV7BLPuXyFuxKnlffeBJXM1A8cB3BcYTevhVU7H7efONRyraN44cDqShQKG3FdYt8vvpd1qx9DTQIbCHQdRSvSLnSh+87fPbZozhl8F0f3w7wPWjfuQnBY+UnTxBUwFdAj2g4QKnPxg8cujtW8dlbLyIOg5JuQREUpYLnl3nthacoSwhFqwjYBejathTXK/HGO6+yeZONqoR/Ig9w850Efhnfc/jss/coD/AKB4AZA9/difg+O7e/QuC3D54ZHwagZy6eW2bDJ7ugggogNnRs24Tn2qx89320r4DI7cpmFN/GUKHS9vUJN6kqTHwzijtxhppJB2Ag4Hv0dQ11VoGIp4Pvs2Hph1/D29td28D3UMRHLX19xo1vSIZJQf1bv2YzdTBVBcXupty2ZYhNB2ozCQIRnI1DbSpgqYKuKPjF8i6M4UCJAmndxFRU6vSvKgFAwoKIqpM0IpAfyjWtAtWpFAoqbtfQkdKBptp6NEVBKzgoX7leRIB0JIqlKTREmr/W7piGGIZmEI+mML9CD6MSghAUFBJKfIjNAiaOmYmOQtSLDiZR/avE0rUoqo6lqiS/Mi8MYK/ph4f5ANERQ/2APcdOJq5HQNGIxYzBC5gKpCMwY8xEVBGqksMGbzJUQBVh+pTdUFHIphoInF0LIEDLsKkYpommmcTVqkEIqQpEojpzZxyBoetkUqNJmNrgIhYAu02ejqbqKIpGJNGCEoS+FhA3YcaUuaiKSibViB+AHshgvyZMWYiKiiIaqjTiuEKlApqqUlXXyJSJ+6GikIyPJNdQg+k5dG77Co/5f6X8Zx8RgL8Bi4GrgQv/F/bLgMu+9Pl5YP7A6/l/73v/q1dr6xjZb99DJB6PSzwak4bmFrnh2t/Kk8+slUcef0+OO/5sqa2plVg0KrU1tbL4gMPk2ed2ymN/f19+/5vHpLlluCQTSalKp2XBwv3k+Zc65ZmlnXLvA6/L6HETJZPJSjqZkjmz58mN1/5OXvioIE/8c4385Gd3SzaXk1QiKbVVObnsipvlnZWuvLG8Te56+H2pq6+XZDwh1dmsLPnhT+SNDzx5Y2Wv/OOF7XLCyedIOpmSdCotI0eNlr+9tFHeXdMt76+vyKWXXCfZbE4y6Yw0Ng2XO598VT7e0COfbSzJ3TffIQ01tVKVrZJcTa385KZbZfnSj2VVp8iLjzwtxx3+jUFpvwkzZsub/3hJVneLrN1aliuv/6XU1NZLKp2R1mGt8uidj0pPu8j6zoo88txKWXjQYVKVTkt9Ta3sMXcPaW8T+aLbk619Ij+88CeSzVZJJlMlo0ePk4/X9EuXHap3Pf7H+2XOzOmSSVdJQ/Mw+eYZ50h3e4/kPRGvJHLW6adKJlMl6UyVzNxrX9n20Sfi2qFS0l1/eVxm7bFQspkqGT5qjJx08pkirkjBCRWGzvneFVJdUye5bLXM322vQUpnT0T+9pc3ZOqUmZLN5mTkqHFyxU9/NxiG6O4ROeeMJVJVVSNVVdVy4Glni93RPmh/+JmnZO6++0tVVY2MnTRFzj3/h4PhjUBEzvrhVZLJVkk2m5O9Fuw3hA/i2Udfl2mT50iuKmz3pzffKV8uZ5/7A6nK1Uh1Xa0ccsZpIr1tg7YXl34sdQ2Nks3mZOJuu8v29z8ctNmuyI23/SWkGmhqlX32PWRIvSveWSF1Dc2SzeZk+KgJ4nyJ0sHJd8tVN/5KcjW1Ut3QJEef931xS+FgLd+Ylw/Wt0ldU7NU19TJjP0WS9eK5YO+roj88jcPSHV1jTSPGCvHnHjWkHY/fe9TqW8cJpmqnEydPn+IrZjvlPMuu1qy1bVS39wql//01iH2x994S3K1dVKVq5HFp50hpb6QWiEQkZ1FkVPOu0Sqa+plwvw95bJf3rTr94jIfX95SarrGqWqulYOP/aUIf1dsewz2WPh/pLL1ciU6fPlib88JbbsonT4zqVXSFVtvdTU1Ms1N/5OyrIrTHT3i2/J7MWHSXVNnRz+7e/JC59+NKj+tb5b5JSLfiy56jqZvPcBcuOf75DyQH/KIvLHe/4h1TV1UlVdJ8efcbaU3TBU2i8iSz/8VPZZfKjkaupl2sw95IkHnpLOAVuXK3LRjb+UXG2jVNc2yA+uuEnafJEu15NuEXn+0/Wy6OgTpaq6TuYedpT86dlnpcMW6Q5EOkXk3266R3LVYbunn/sD2dklsrMi0i4ir72yTObtsUiqcjUyZ/YCeezup6XdFcl7//1Qz38KzqkoynDgdWAy8CPgNCAPfED4VNCjKMpvgHdF5C8DPncBzw5UcaCInDlw/GRgNxEZmnXypWIYpkRiUexyuMJZhkEyXYVlJahU+qhUKiHCww/hThHLIp2pw7b78VyXQrGA5zooikosFiWdbSIIKlQqJYrFPJ7jIALReIyIFScRTVCyiyEssL+PIAgwdJ1EuopYJIbvh4x6fb2dAxsyGolking8AxIiKCrlEqVyaQBeFyGdSaOrKi4KTrFAvtgPIpiGRSoZJ5FIUXYcKqUC+UKBwPNRNZVMKk7MjBJoBk6lRLlSoVSxUdUw3JRKZ9EMC8+tUCoVKRWLBEFAVNeIpnPEo2k8v0ilbFOuFClXKuiagWmZVGXq0BQPLxD6C3nyhTyqomKaUaqzKSJGBEcCKqUi/cU8pXIF0zCJmCY1VVkwIjiVCj19XRRLFRRFwTJ0qqtrSSVyFCt58vkeSqUStuNg6DrRaJTmxnG4bi+BF9DWHcLoJPCJRpM01zeTiZiUXYcd3e3k8+FmqGXFsCImExub8CMx7GKR9dvWUyzaKKpC3IoweuQoanNN9PS2sXn7JvL9RWzXw9R1IlGTYU2TIMhTqri0d3XQ39+LoihEowlam0aQS8TIlwps6+og39eL69iYZoRYxGTaiJH4hkWxXGHdptX0F8qoqkrENJk4fjw1dS2U+ntZu2ENO9raEfGJmCapukbmz1qMJT2sWLeN7Tu/oK+3M0TQGCYzpi1gdHOGnrLDJ58tZ+u2zfieS9SK0dJYz+4TpkNNFZ9/tJQ1mzeRzxfCjUddY84eCxk7dgL57g7eeucttm3fSiCCqaqMmDWP3Wftg+Xs4P1PNvDFpjV0d+5AGyB52+/AE5kxJkdbbzf/fPl1vli3KkS+WREmjp/EoTOm4Ta38tbL/+TTzz4m319CUyAWiXD0N45i2LTp9G5q55En76GtvTPc/NVUZh94EAcsPIqunRt4/oXn2LJ9E8V8H5oExJNxvnXONdQnynRv3srD/3yJjk1rUFUVKxJj/4NPYv7kEbQVSzz13DNsXPMJnutiGRapXDXfPfoYpKmJzq1d3H33bZSKRQSFdDTKKSeeztz589iwcRN33Xk729vacIKAuK6RyWW56sbfU+jZxn1/vp/1X6yhmO/BUFQS6QTfufbP5Ix2ujZu5c5HHqNj47rw6SwW57DjzmLR9PHsdDwe++ujrP3wHVzbwTItEtkqLjntNBgzAaejm5t/fgV9fSWCwCcZiXDiiWey56LF7Ojczh233siWbdso+x4WQiqb4YKf30fE30rHmi389qH76Nu+FVUNaee/9e3LmDeqmY5KiXsfepD1H7+Ljoapq6Sra7jwtLPQxo3ljCMO/m/BOf+PL/yKooIabjwAACAASURBVCSA14DrReSviqLUAZ2ETzX/BjSIyBn/3Qu/oihnA2cDaJo2K5FIU6mUEBQsy6KhvgUrkqU/v42e3m48N+RZj0QixBNpclWtFEud2HYx/BO7DqqmkUqkyFYPR8Qh39dOsZAP6Vb9gFQqhRlNkk5W0dfbRrlcolQqEQQeum6QymTJpHKUKnnKxSLFYhHf91AUjXgySSadA0JsumtXKJbLoIBpxqipqUJTDcp2GbtUolAMucYNw6Qqm8YyE5SdMm65QL5YJPADdF0jnUqRiKWwA6FU7MN1bGw7jBFEI1HiyVAKzvMqFItFKuUivh+EEzOTJWrGCQKbUqlIxQ59dU1DNyyqslVAgO042OUSxdLA+JpRctk4USNKn1MB1wnx+I6LYWhYVpR0PIktQuA5Id6+UkYhIGJFiSfTmLqF41ZCOmPHxnFtTMPEikQHsPoeFdumVCpQKtugCKYZoSaTIqKb5J0KTjlU37IdF8sMF/SadIqSLxC49OYLlMthnCYZixFLJNE1Az9wKJYcbLuI67oYhoVlWSSSWVSxsR2XUrkS8tcLWJEIuXQKU1Epei52pUzJLuPYLqZpErUsqtMJ+p2QfjhfCCGFABHTJJFME0iApWsUS2XyhX5EBE3TicaTJOMxVAKKpXAcyuUyiqKg6yaZVApD1wnEp1gq018sEPiCZeqkkkmiZgRXCBf2ikOlEkI2Y5ZFLJlGVRVUfArFEvlCAUUEXdeJJlNEzQgqQrli47hliqUymhrCG1OpFKau4/sepUqJvnw/CqHkaDqVJBmJUQoCvEqFUqVMpVIJoa+xOPFkZiC86NLfX6RYKgAKpq4SS2UxjSi66lEolnE8d4BOWkHTNBLJNKaq4Ac+ff35cC5LgGFESCRixKwojucN5B0UcB0XXdexLIvaTJaSHyB+QF++L/RVAqKmRSKZwrIi+J5HvlCgUi7g+/7gnEumMogEFAolKk4Jzwn1IzTdIp1OY+g64vv0FPqwy2WA8D+fypCMRam4HuVymXKliOs4GLqKYVrkUhkcRQn71NuH45RDaKtpEU9nsXQd3xcKxTzlSgVlgE5d0zXiiQyGJiiodHR34nlhyrum62QzWSxNww4CisUCrlPG1HQ0TUXTDeqqcjjorFz5yf99Pn5FUQzgceB+EfkrgIi0fcl+J/DUwMdtwLAvuTcPHON/c3ywiMgdwB0ALcPHyR4z9+Hplx4BAvbd73jO/c4VGBGTzVu38uLT9/P2O8/R1dnGpDn7cvzR5zJlxlTaO7axeeNW7rj1UtrbtqIaOt+/6A72WbyQiuezcsUy/njLj9m0ZR1BIJx0zk3st/hQctk4q1Yv572X/86jj/4Rz3OpaxjGj3/5OONahtGd7+LVJ+7jz/f+mlK5SDwe46qb72fSxN0xsPnnkw/xwdtP8/p7b2BaBvP3nMsPLrqHVFxnU9t2/vqHa3jm5RfxPJ+J41v48fVPM3p0I5s6Ovjbn2/k4UfvxbZtanI5brjp78yZMYlNvXmeeuKPfPj6U3z02SeYusHuM+Zyyc2PohuwZeMG7rrtCt5661UCCRjTNIxLfvtXJo0czY6tHfzl95fz4YfvsXHLJlLJBPPn784V1z2Kic97y1/j3luv4qPPV6IoCtOntHL1lc8xe1wNf/94KQ//7jo++fwTevK9ZFMxZk2dzs9v+jsbu7fzzusv8cA9N7N1+zaQgNEtw7j01geZMGwSr738DH/8wzVs27ENpSCkEjHmzZ/DJRc9zLZtn/HCiw/z/HN/xfM7UVWN5mFN/PzKBzh09jSuvP8XPPnQ3bR1tgMquWycka0jePDWx7nnjRdY/u4/ePmVd/E8j0B8qqozfP/CGxjevIinnrmGp596mUACJAhIJCJMnjaJKy79Bxs3PM9TTz3Ou++/gTuAq67J1fKLq27jG3MX8+1ff5fXX/wnbmcAopBOR2msqeM3N9zJY++8yooPXuajZSvw/QEBkWSMY49fwvCWCbz97mO89soH6HoJ8QXDMpkxdToLF51BV/tr/P2p51HKCrbthE9HVoxjv3kY2aoxvPDKE2zasJliqYiqKximxoyZY5g3azHLVq3i0w+X4vr9uG548cBQmTtnd+LpWtaveYMNG9rRtTJB4KPoBg11DUwev4h8eTnLP1yP57mEkhUKmqYzddpYYpEkq1aG9AWaGuotaJpKc3Oa0SNmsXr9Grbv2AGKGhKiKQqKrjF61Fj6bZferi0UiqXwOIJoOrlsNVU1kygXP6NctjE0FQUN09AJRGd4ayuuW6CtrQtD03AIBjQgoLG5hvrqej5btRal4g/E7Qf0JQyDusYmtu7cScV3QokGwjwNVVdJpasx9Bi9feE8FEVFUQU0HVE14rFaSuUdgIumKDgiKCgoqkIimcb3ihRtG0NVB7ZeVHTDJB6PELMsyo4NQbjwhzfJSqhbYUawKyU81w21IQBUHVQVVdVRVAPPLeMPSHEqIii6DqqGpqqIeNiOjaFqOH44L1RVR0HQVYWi7YDvEzEi4XxG0DWdkuOjf3XD7L9S/qNYEOEeyL3ALV853vCl9z8EHhp4PwlYTri3MQLYQLiHog+8H0G4Ub8cmPS/a3vkmCnyx3tflWHNI6SmpkFu+8Pj8srSLnl1aUVeerdDHnziUznx5O9KTU2DXPPTO+SN5T3y7me2vP1ZRV5a2i0XXHy91NQ2ysiR42TpyoJ8uFZk6SeOvPJBn9z4y3tk/Pip0tzUKu992i3vf+HJ8o0iS1e58u5H/TJ7znxpbGiSE046R5atq8jnG335dIvIp2tdOeSgI6WhsVkW7LlYPttQkpU7RNbtFFn7hcg7b2+UxqZhMm7sOHn08bdkU4fI+k6Rle2BfL6yJCNHjpfauga5+OLrZUe/yLZ+kbXtnqxc58iMmfOlvr5R9t3vYOnOi2zv92RTry+rd4i89dZWaWpslfFjJ8jLLy+VDtuXHjuMp67eLDJy5Bipq22Ua668WXaURLoqIjsKIju6Rf725IvS2NAoixYcKGtXVKQkIn2eSKctsmFtlzQ1t0hDQ6P84ddPDsrrlUWks03kZ9fdKfX1TfKNQw6XwvaiuCLSW/HEEZHXX+mVxoZhUlfXJC8984L0D8RpbRHZuEnkhz/8mTTUD5NTTzpXSj27KJltEXn91fekoa5R6mvr5JV/rBqM83oiUukWOf6YU6S+rlFOPu7MQa3AfwE37/7De1Jf2yj1dY3yzmvLRGRXDP/t90SOPPIcqa9tlPPOvkj6undJ/vki8viTr0h9faM0NjTK3+//WL5c3H6RI75xlNRU18thhx4jXnFXn0RE7vj9W1JbXS8tw1rlwSd2wUwDEXnuVZG6umaprq6XQw86fdDmi0hHp8g9DzwtDfXNMn70RLnp2r8N+nki0rapIA0NzZLL1cmsOYvEdsLjvoiU+kWuu+ZBqc7VSVPTSPnZb58WGRhDX0Tufqg7bLeqRhYuOlICWwYlBdeuEvnZjfdLrqpGhjWPlB/+6HbxZUAuUkTeevUjqampk1x1ncyeu1C6+3b1+YsNjpxy8tmSzdZKU3OLHH7c+SIDvo6IXHPDY5LL1UpVtkb2P+xsqThhnyoi8sCDm+Tgg0+V+oZmGTNmilx3w1ODMOG+ssjVl/9cqmsaJZOpkqOOOUP6/gUTDkQeu/8pGT9ugqQz1TJh0nR5+Onw/HaXRDZuFTn0kAMkk6mWbLZGLrns11Lywnq3F0TOO+8KaRzWItlsTubucbDc8udQIrHbEbn6mntk6uTZksnkpGXYKPn+hdfL1rxI3hVZuqooRx58tGSrqiWdrZZ9DzhYPl0n0tcrsmKrJz/50YUyvLVVMpmctLaOlKt+fKN09oh80Svy+jsdsni/uZLO5CSdqZLDDzhG3l/nSmde5P1VFfnWCSdJY329pFJpGTlyrHz7/Etk/U6RD1f2y/3PLJfpU2ZIKp2VVDor++y7UN5c2iXFbpFXVnTImccfL6OHt0pDXb2MGjFSzjvrh7Jls8iqLf8/wDmBPYCTgX2+At28UVGUTxVF+QTYe+Dij4isAB4BPgeeA747MJc84DzCzd6VwCMD3/13i4JgxZJEYgkMw8RK1RCoGlZExRMNK56kdew0DCuCWVWNHxA+PntBiGgYNRPdMFEUjWLFRwtT/ojGYjSNmkS2ug5F0+h1PVQvVE9SFAVP02gaMQ5RDVLVDYiuY+igEuArQvOEmSiGSSpbRdGBIAhwfOjHQ83VEY0nMKIpjEQVYgiCj6JCkLDI1Tej6QbR6moUwPY8DPFRkgYTJs1A1UwyNXUUfA/d0IhqQiwCkboaolEL1TAxahtRRQHPQdVBiwnJbBbDNEi0NGMZoImPqgQ4akDj+Ilohkkql6MSCeEZmga6DkpdFdFEElE0qhtrKQUB+sBtitTA+N33A1XFTGdxcjEKJUhbGgI0jk8Ti1lomkKkuXmQfdEA6ptg3l6zUFVobm7Ajsgg/a4JtEyfiWLoqLpBddMudkcNULKw295HoKgK1c3DkAGgy78m69HHzUXVVGLJFPERDQNzJXzNng2LFs1H1aCutRGJ7GIbVYGpc6dgGAaqqjJu5lCqYT0Bey46MqQLbmlFYrv6BHD4kbujmwamaTFyRPpL8xT2WQjpdBJdU6hvqhq0qUAmBwv33hNVDQW2p80aN+inAbUtcZKJBIahUt9QDUZ4XAWiCTh1yXGYEYtIRGdia9iuOWD/1tFZ4vEouqHTWFeLYob16sCIcXDI4XsTsUzisQiLF+0fKrz9ayzmTycaiaCpCi0jWoindvW5dYTBicd9D9PQiVgRLvjBOfAl3/PP+SamGUHXVaaPGYlqhH2ygOOPa2HhfotQFaipruHwgw8ZvPNLReAbRxyFoYWZqvPmLsI0wnixocCCA/diwtSpRCMmjQ0NzJ41GReIRqGpCY7+5jmYZvgkMW/OFHQtJEzLxuHc8y9nVMsYVFVlt6nTOO6oOSHE1IAfXXIKey3cF01VyCbTnHjseSSTYOkwaVyMk08+FV1V0VSV+bN3p7EZSENrk8Yxx53GuLFjscwIVdkqFu97EEYGsgmYMr2aow87iVjUwtQNZsycy7AWHUfzaRlpcfnlv2L0qAmouk5dVTXfW3IJsQzUtiTY+8CpHH7wEei6jq7pLJq7L6NHV1FOw8Tx1fzgrPNpbGjA0DVSySwH7XMAagPkvk5K+58u/+GFX0TeFBFFRKbKl6CbInKyiEwZOP4NEdnxJZ/rRWSUiIwTkWe/dPwZERk7YLv+P+6eQtrSSScSKIHP2mXvYYqB69mYikZcV6kyDSTwKWxYh5Q0KraDruqYsThVpoKGYGgKcdfAMBW0mAGBQlTXGNPaiq4oJDwdUQ0CUdANDUVVmT95FqYi0N0FaHiqiqqoBMB+M+YTVxTUSpFoNIplhLzwhqJgWhHqIjGiEpD1Sri+gmFoRJRQrWh8JkfashiVsOgvCRFVR4+aWBpMGTaKdDRCtaWhiY74EGgaCpCLmNTV1pCyTNS2NkxFQTVMlCCEGO41ZzYqQryzE9FBszQiloqlKVRX1xFRVaoD2LBsLb4vaECUgEgERicyZE2TYbEUlqpiaSF+WQtg8fjhpK0oo2sbUApCJhb+SZ2yz7AMNNTUoas6OVf50lkDVYPZc2ZjGQaNVpqMPhQP2JDWyUXjJC2LyY1Dseka8P0jjiRlRpg2ehdP/L9KPAm5dBbxAnJmbuiMUeHI44/FMkxGJ6tJR4f6tjTkSJgRonqEsdWxr824C049iVQ0xtxxu38tDlpbC1XpDFVV1dQ3jB1iE2D2bvtjGhYTxw7NPdCB1voUiViCbCLDoinjvtbuzClziJhxpkzci6+yrTc0QTKeJJFIM3rCBGxg7fqQ4kHVYPKUeVhWlElTxg/x04DJYxswo3FSsSSTJo8eMpYJE1pbx2AYBuNGzRvyexVgj8WTiEZjZHMNjJw6Zki9ZhYymRymYTJxj+lD+lwCTjj7CDTdpHn4aBqHw9Z2GYRmTpgzGisawzQtZs1dhMuuHIBUVZJvf/dmVN1gxLiZZGoMDELoqQ7s980jsawoqq7TPC9sNzpgHz42xlFnnI1pWozZfS5GIsAEkoBuwfEXfAczEmXYqHFUtViDMFMNmH7QYiLxJKalM37aQgwrXMQMoGXOJI45/UJ0U6O2ZRQ1E0aHC5UGRgTmH30mqm6iGQaj916AokLcUogZ0Di+mqPOOY+IFaVlwlTclI5GQDYW9vvoC87FMAx0XaV54nxIClEF0ioM23s+B5/wbZxAyNY30bhgL2IC0f8+Hf//bFrmIPD44NOlrN+0gf5ykcf+ehfrlz5Pob2bvt4trFy7hkf+cR/FQp6/PHInt//mBxR6+skXusl39HDfY3+iUMyzo20n11x/KvkdFfp7C5RteOzxB3nx1efo7Oni0ktP5INnH6dchnIRip0+d95zOz39/Tz54l959eG7KVSgvaeXSq/Bldf+kM58nnc+ep+H//Qb8jsD+gol/JLGsn8+z/q2Hazfvo2zL1xCx5ZOevsc+noD3n/uGd5cvZy23l4uv/FaVq38mFJZKDvQvfEL7n7mQdr6enns2Wd54tlHyG/bQdmBvj6fF95+hdUb1rN64wa+f/1lfLFiDd029Pb7rN9s8+Rzz1Oo2Nx0/118+rdXCSrQU4L+XoWnHnic7lKZ5z56h1tuvwI/r1AS6Edlw1ufs7xtOzv68pz4o5PZth36PLB9KHQV+cldv6Q938s9jz/EBTdcTcUOYeiBrvDCRytYtXEjxXKRc3/2Uzq2bCMgtHd1wn33PkK+WOC2px/mxzfsojH2gXefWU53qURPqcTi047iy6oo3b19/PC3P6e7UuKnt1zBXXf8ddecAF5esZGO/l6KpX6u+eV1+F/CJ3gl+Ov9j1Gyba57/F6uvOlXQ+bUhy8vo7NcoquY54hvnzzEVi73c8Wdt9BdKnDz76/lkXufHGL/eFMfnfk8G7Zs4rpf3jDEZgIfL3uDsuNw/0vPUG4fiuXftvZzio7D9t52zrz6fAA6y7vs6/NdFO0iL/3zoa8tdG15KFYqdHZ3ctfdf+LDZb288Nrzg+1u3boJx67wytLXcfvah2DfOzetxPNcOgs9/OneG75Sc0CvU8JxXd5/92lUhqYYbOnooew69PR08Mr9Q6mkIxAK2Ps+b738LBXCcwMh3n7Lx5/iuQ5btq3h7Q+fpaVWGfxdHdtDim7Pc3nt5T+SZBe1cgB0tn2E77lsWfMxm958Y5A2OwDcfJ4g8Ah8nw3PvECZcOoEgOZDsasb3/dY/c6bVDoU+vyAgPAiXl67FgkCujs3s2nDx4P98QGKW0AClEBo2/we4jFI+WwHkNIcAs9DLXXT9+F7SCgLjAck0FFFCAKf3vffQ9WggoSbzDakymUCzyW/cwtWuRDqMxM+/QWd4d6EAqi9K9EqSphfA9i+R0PSQEUjJjaVT5ahGHxtfvxXyv/oC3+lVOSl55/ArpRxXY/uzjYee/ZhXnv1TVZ8+Bb/ePxOvli3Etfz6e3t5rOP3+Sl5/7JZ++9yLuvP8XKTz6gYru4rsPqFct46pnHWf/xR3z4xrO88/oz9PeXCHyfjetW8MBf72X76lV8+s7rPHj3b+js6sJxHEqFEvc/fjfbPllH2+o1PPnQn+nJ9+HaDqVyhcef+AuPPvJn8ps38uKzz/PMsw9Qrji4doW2nTt5+N7fU9qyjY3rNvDW209RLuVDdsq+Is8+ctv/1955h8lRXGv/V909ecNsjlplsZJQRBJCQoBkECaDCTbYgAHb18bGCC42GLCNcbhgDCYZAyaDBYgcBEIkA0Ioh1VerXZXYXOaHDrV90cPQgvG97NB0j6XeZ9nnq2pmul693T1me6qU++he2cH29bXU7/mHbpbd6En0+iJOIuf+SsfLv0HjVvaqV+xgiULH0RP6Ri6RfOG9Sx46VnaGgz6WqK89MQDRMJRdN0k1L6b2xc8y6uv9aCHTN54tY5nXnwZQ7dIxmJs2VrHghfWk+iA3fXw0muvEo+EMQyT7o52nnz0ftRd0NspaV6zhhWLn8bQDWKhKO+9uID69RuJhUHvU3h1/sOkkykM3WTr0nd5dvGb7N4Flg7z5y/j+eeeRtcN+pobePXlv/PuMsCCeBjmv77QibBJpNiycR1PPdcKBsQM2LZiDavff45UMk13Zwf33X87xCFumijAosfuRU+mHGf3/JOsq1uzdxHtqVdaeeTZBaTSOj3bN/Pea/NZV5/RXjfhwRdfR8/IW69fs5SXFjreN2bCto2bWPHWM+ipND2d7dx6958hBTHbOfibjz6InoxjJFO8t+BxVm3aRNg0sYAXFuv09rZj6Cla1q/kLy++xM4Ox3lsbobH315CIhYmEe5j+UeLWPQBFPmcu+P2xnpatqzH1A127W7iiUdWQtppA1g8/1mS8TCpRJyFT/6NXF+I7158Iing3Y+gu6sJXU9Rv3oZT733Np0xZ4NeYxc888FS4rEQkb5uXlv0BMu3OM4sDrS27qB71w4s06BhxwZefqULDxADMODt+Y9jpBLEI13c87c7kbrTZgPvvtZCLNZDOp3kH6+/QMOuZgwczpsa4aEnX0LXk+xs2Mxzj95Bd9LpMwm8v3YlsZijUb/4jedYtd1xZnEg3L6L1157EMPQaWio40+PPYHI9KsAr8x/Aj2dRE8nuOuBO3Gbn2ykeuv1Hbz87HwMI83iRS/w2AN/wqcqxIGNO+CpV1/GNHX2tDTz94d+RzTl8EkbsHztUhKJCLqh8+rrT7B5O2gWxKWkb1czi99+GNPSqW/exp0LHkdEIZI28AILX3gGw0hhGmkeefYxjFbIlSopqbJkVRdPL3wJwzLYsnUt99x/A6qtkjLBTsPiJW9j6Cks22bB4sfY3Q2GBQnDItyyh3f+8QymZdHYsoOHX12AJ+X0+0Ux4GWZAzl5pFKO7KxbVQjkBfF4AlhmgnTKIJmKY5qOuJLb4yYvtwhbpjF004nzTzmZrjxeP7k5QbwejVgiRiKRxDR1bMvC7fHh8XkpDOQSTSXQ0zrJpCPhKhSBL5BLWX6QlKmTTKWJx2OO4p6i4vf58fu8uF0ukmkdU08ST6YxLQuXplKQn4fPn08ynUKaBuFoZG+ERTDXjz9QQNpIoSeT9EbCzl2FgJzcHDyeAEJRsAyHTyKZQkrwelx4ArnkeAPYMkU8rjthohk1RF9OHn6PB00VJBKOrHIi6aiYul0egvn5eFxuUrpBWk8RiTqiZpqqkp+Xg9/jJ21Z2JZBPBEnlUpnZDA8BPOD2EKgIghHY8RiYRDg0TQ8gSA+TwCBQTKVQtedcE9FKHg8PnLzCnCrYNuSSCxKLBbBluD1uMnPKyDgdaObFoaRJpZIkEwmUVUVr8dNUbAQW9HAlkSifURjcaS08bld5BYUO6knMYjHEyTSKdLJOGpGGTIYLMSjqei6TjQRJxoJI4STMauwoIA8n5+4rjvhnBk7a5qC1+2hqLAYS6gI2yYSDROLO7Zya06/eYE8LDtNLJYkFO7CMi00VcObm09BXhCPWyMeTxBLxImGezPhnB5KS4oI5geJpU3SsTDdPV3OGpUqCAaDFAQLUb0e0tE4oXAffeEIirCdUN5gMUVFpWjCoKW9k76eTme8qSqB/ALKy2oI5ntoa+8k1NdDNBJ2sr25PNQMraC6fDChWJzult20d3UhJaiaoLKskMGVg9FVDz0dbXT39RCNRJASAl4vZVXDKK+qQloJmpsaaG934vjdmoucohKG1UzEG0jS2NhEb3cXyVjMUcJ0eTlkTC2V5cV094Rp3LGD3u4uR3FS81A7toqRg0bRFknQ2tRMd083qWQCRVFxeVwcNWUyKXcQMxGmfutG+sJRLBt8Hg9Dh41i8NDxJJMdbNu2gZ7uHkzTUSP1+LxMmnoiufkpNm/YTHtbG8lEDE11IdGYPH0aQwZX093ey5p1K4n09gCgqC4mHzaEQ0cfRmufzo6NdbS17yGRcPYEBXLczJk1C/LLMPv6WL12CV1dISxb4vV4qRkyivFjj0a6Oli7cjl7WtowdQNFKGhuHzOPPIWqIT6ivQnefPN1krEoCFBUN5MPH8kxE2ewJy7YsPJ9drfsQUhBKm3g83s59sgZ+IqHce/dN/3flWX+670P3DDikPGEQ10IJMXFZfzX1bdwzrd+zIiRhxLpayeVTGDoKYL5+Rw9Zy4/uep2Jkw8gmAwSOvuRtKpJJqmccTMmVzx8wf4xunnIdwaXW07MQ0nprd2zFjmnPItfv7j/0H6PKi2SV9vp+OUvC7mnnI2N1/3IONnHkVvVxN9fd3O4HIpHH3UMVx80a859azv0t3dhKlbhKN9aKpKWXkRl1z8c049/SJKa2oId7TQGw6hCPB5VE486VTmHPsdRowbT6Snm1g8Dli4XC6OnXssZ1/w38yYdQrtrY0YhiSVTqCqCrm5OZx+3g+45OJrKSkO0LxrN8lEDFvauL1eZh45hwu+fR0TxtbSvKsBS9okk3E0l0YgEOTiCy/jpOO/QdyMEurqIpFMOIulfi8nzJ3DJd+Zh+5S6e7oQtcNLMuRE87P83Pm2d9n1LiZmGYPfT1RdN3Z4KN5PBw2aRZHHXMxwdzYXqfgqDC68PtzOeX4M6gZUk1fqJd0KkkqnUJRBZrLy/RptRx7zAm0d3cTiycwDBPbNtA0BZ/fy2ETZ+JyezGsJLGY86ONAJfXS2lJNYOrp2LTSTQaB9t0QhU1Fz5fgMOnHUNxsYe+UAQznSKtOxewqrkYXVvJuHGT6erpJJnUsSwD07advAc+N0MHj0JRNXQjSSKRcvpFoLrcFOQFKS4qxjCTxGNxDMPZEAiQm5tLQX4+Ls0gEo5jW0Ym/4DA5VIIBvPQFB/JRJh0Kk0ynUZKG1VV8Pr8IFykUmli8Sgp3UTXU0gEUqi4XB5UJJFIiFQiSVpPgQRbmAfJnAAAHLpJREFUSrxeL8K2iEdCxGNxbEMnldaRQqCqCpriJhYJ09vbSyKRJKXrmaAGBUVxEU2adPf2kEzESKZ00mkDhCMhYEqIhPtoa20jHk+RTjs3TjKzKS0a6aanq4N4xLkxMk0z06+Kpet0tvfQ1d2JkXL2eNhS4lIV9JRNd2cPbW2dJOJxUikdw8ioYaoueiNJ2tpb6ersIJ40SOuGI6cgVBJ6io72XbS27CIeS2VyRUikkEgE4VA7u3fuJNzXi2U64wIpEYogHYnS1NBAS+su9KSz30UiUBRBMmbQvKOZpqYmouEQ6bTlSIULZ1WgraOLpvp6du1uJhpNoRumE96qKCSTcZp3bqJxewPhUBRD1zFNKxPAKunt2snWjZtobNxOOiMTblk2qgrhnhgbNtfT3LidcDiES9WIxpynUo+q0rBzJ/XbtxGNhP4vyzI/cMP5513KmlUfIpFMGDuZ0775E3x5hZQWlTC0ehi93R20te5k+NDRfO/in1E27FAKCkoZWTuevrbdNO/egd/j5dprbmXQ2El4cwoYPmosRqiT1rZdWKbJ5Zdew8yjTya/ehAjDpnEhNoxLPvoHZLJJIWFRfzy6pvJHTqcYH4hE8aMY8Oaj4jEY/g8Xq6fdw2TZ51AXnkJ40dNoCA/j/XrVqIqKhNra5l3zW0UDxvCmNHjqSwdypIli5BSUlZaxq23Psa4w6cjDZ0xtZPYunElyVQan9fPH29+gLFTpzNkxEgmTj6CoqIa1q1+H4/LxZRJU7j+xjupHDmIceOmUFw6jBXL3kRaFmXFZdz0+7uZPnsGI8dPYszI0ZiGTsOOegIeH8fPPpWrrruemgkTOHLGDMw01G1cg0BQVl7GvXc9wMhpM5g1azbBnELCIZOurp0E/H7mnn4O18z7ObNmz+GYmVPZ0yZoalyPAA45dBq3/e4PnHH28cyacyzJhItIIkaor4v83HyOPvosbrnpTxxz4lzGjz+M3c3NtLbvAQRVg2r5862/5cRTzmX6kUfR2dZNb6iXdDKOJ5DL4dOP4jc33szp513IsOEVbNmyi3CoC01RKB99GDdddwNXXf1TJkwcTv2WdmKJGLqeJDeviImHzeXhB//GcSccy8hRY6jfup2+UC+KolBcWsUf//w7vnPuxUyePJ3dO1voDfVgGDoer5+x4ydx2+/u5JTzLqakxMf2LU3E4hE0l0bRoOFcddl1/OTqXzJmVDn1W1vo6+sEoeD3BTj+lDO5bN6POH7ubLZu2o2dThBLp9E0F4FADhd+9wJ++YubKRpSxY7N25wd3TibeA47bAY//MGlHDP3JLbWb8c2UpknNoWcYJDTv/1f/OiiiwgEc9jZvId4PApI3B4fY6cdzvnnfZupUyaxvaEZU0+SNAwUVcPndTF79tf5wUUXYXn8tO9qJqGnkFLi1hRG1Y7njFPPYuTYcTTvaMCyLdKZDU9el5s5p53NMTOOJp42iUV6SKWTmSTjHmqnzOKUE84hmBOgo70Zy7KciDVNxe1187VjTmLqhEOJ6k5GtpTu6My73Bq1h4zn+MNnYgZyiXS1Y0kL07JQFUHA52PO8adRWlFFLBQilYxjmgZoGh5VZcSkqcyacSJ9va2kMrkYnB33Kl6fj2OOnOtsVktEMCwT03K0+j0eD2NHj6eytISUZZGOx9BtG6RE0xRKCooZXTOSlMtNKhHFskxM20IRAq9LZdCwUeTkB9H1JLZpoRs6gszGzIoqhtYcQioZwrKcHwzLNlFUFZfHx9DqYbg0FUNaSMNAzySLcrlclASDjKgchK5qCNNAt2103UQICdKmsMRZrO/pbPs/LMs88lD55Ivr5aHjp8qKysHyimtukf9Y0SffX52Ur73fKZ95rUHecvt8WVFZI8+94Kfy9SU75ZI6Q364Ji6X1iXlw/Pfk5XVNbKyarBcvHSP/GhTSq7aaskP62LyqVdWy+NP+bYsK6+Sr7y5VS7dlpbrG6Vcu8WQ76xNyEt+eLUsLSuXR8yYLVfsknLjHik3NttyZYMlf3vLw3LwsFHykNHj5OpmKdc223Jzi5Qbdpryo226PHTCNDmoZoj86c9/L3d0WHJ7py23tUm5freUc752iqyoGCSPP/VM2dBtyz0RKRt6Lbm1T8rvfneeHDx0pBw9dpLc2mHJpm4p2xNSNsekrNst5ciRtXLokBHypjsel7ujUrYlbdmSlHJnRMqZs0+Q1VU18tTTzpN70lL2WJbsNqTc0W3JuuaErKoZIkcdcqh8/qW1sjttyoRly7Ap5Y6ElLVjJ8iy8kr57YvnyZ6YLdOWI53TaUn5wcqErK6ukWPGTpLLt7TJVCb2PG5LuaNdylEjRsmy0gr5mxvvkgn5STx9ypLyzXc3y8rKQfLIw2fLLVv7yeLItriUg2qGytLSCvnb3z7Qry1qSfnU03WyrKxKHj5thmzYFd7bZkspe1qkrK4aKivLK+Xdty+Qxj7ftQ0pn3pskSwvq5SzZ82VOxukbOv9RLq5vS0iB1XVyLLSCnnDjQ/0+65pS/nU3/8hK8ur5cQJU+TWzf31k2M9Ug6qHiwHVQ+Vv7v+nn5tUpdy4vhJsqKsQk48dIrsLxYtZeuWjIR11RB56Q+u6Ndm96Zl7YhaWV5aIUePOlR+Gt1tUlZXVMmaqhp52UU/2bsv4WMcMqJWlhYVy0NHjZbh3nS/9rWL35HlpeWyvLxSXn7x92U69klbx7o6OaiqShYVlsqxo8f108aOpqRc8toSWVFaJgdVVMtfXf4LGc/Yv75Lyta2hKyuqpHFJWVy1qSpMpyw98bqG1Epb/r172RJUYmsqaqWj951p7QdE8mYlPL9J5+WpcWlsqS4VJ5+wteltOVeTZ1tS1fI7597tiwtLpUjho2QT955r+yWjm5OxJTynjvul2WlFbKwoFBeeu5Fst2QMiSl7JNSvrVkhZx++ExZUFgsJ4wZJ99ZvESGM20NjXvkDy75niwsKJQV5RXyD9ddLcMpKTtMKXenpLznlj/JkqJiWVRUIo+aNlWmOtOyQzrtrz/9vDxhzrGysKBI1lRVyWvnXSWb4lK2paVsjdvylz//n4x2VJGcM2uO3LSjS+6JOtfl4y+8KafNOFrm5+XLqvIKed0Vv5R7eqRsikm5qbVX/vjyebKooFAWFxXLo6ZNl10tIRm3pew0pXziocfklMmHycqqajl08FD5vUt+KDc1RWTDgZBlPthwq37G1o7Dran40mmk0BCqcwfidfmoGHQIbs1FkVDxkotLOBl0pCUpKBmM3+XD5/aQqwZQbQ/CkihagGDBMM44+nT8Hhf53hJcwg2YmC4NTVE4eeYZ5Hh8FPjyEBaoAmfLtSKYfdjXGV5URq7mRlOgoFigaSClit/rYuLI8Xg1D6NqJoJQ0FSJqoFXwuwjjiXHn8uImtFIBLYAFwqaDaec9k0Kg4WUFxfj0RRUEzQb1LSNIiymHX4cmualqrgabyZ8NMcDSDj/zB+jubwMLqvBp4BXKKga5HgFBUEfQyqHk+PJoTg4Br9bdbRbVPBYMGvacXhdXsaNnonbDZrihLh5gcHDfOTlFlJWXkVpsBQ3zi5Ej4DCPJMxY2fg9QYYO2Gi05Y5b0KBKTNG4/H4GTr0EEoLPomHBwj6YfjgQ/B6/UydMLdfW44CJ5w4Dq8vQM2QWkrL8va2CcBXCSUVg3G7fAybeki/MERTg7nnHYfHG2DosEMoGwLlBZ8M87LyXEoravB4vUybfGS/76oCTj7taDS3m8qa4ZQO66+f7CqE4tJq3G4PY46e2K/NdsHc0y/CHcijZtDgz1xYFbVVFJcPwu3WGD/pqH5tosDN7JO+gcvrJa+oiE8v3eWWQ05BMYrLzcS5s/pFdZjAzNlzcQdyqKgZQm6Bu1/7xONmk1NYjNcfYPS043DvI6RZOmEcY6fMxOv3UVpVRWIf0jkemHDcTNw+P4rbw5QzT8afsf/IYigo91FZWY5L0xgzYxY+n9gbcmnlwIVXz8Pj9VBQWMTII8/BwFmEDQDTv3UOgYJCVJfG8ElHEhdO1I0XGHzEVC659k7Q3BSUlDD6G2eTC+QAARXOvPj7KC63Ewp6+ml4NOd7PmDS1KlcdMUVuFwaoydPo2biNBScKKOSoVVc+svr0TxeggVFjDv6PFQP5KpQ4oHTLr8SX24eqqYxZNJ0YgWqw0mFKWefwfev/ROq24MWyGP2hZeQ53fCYX1+wVlXXIPH50VzuZkwczaFg4rR3CaFuXDcicfy/XnzcHm8FJdWcswp5+PNNSkMwOCKAi7/1Y0EcnNxezyMmXok7tIcFAH5Khx/0fl889LrUFUVl9fH0WddSElZLsHPRiH/2xjYjl+AJSRdPe0YlsnKbZsQKRssI6N3A/FID4aZZk1TPXUbt2BJiCWjTi7ZcBTTTBNLJli+ai1uj07S0JG2iUxE2dBUT1K3ePfDD5Bxm3CvjjRtcgMe6pr3kNSTtPS0o4Zt4nETqYEiBZt2thK2oC8eJdIVIhUCywJNBSsJYVOS1HVWrHmLVAxsS0EIMFQIKRppK822HVswE46Wvy0kesIkaeikjDRt3R309oDwgqWBbkHAoxIOhUnqKTbvbkGQkYnORDV09jo6ME09EUiBkdGVdfkFlgFS9RBPp1m67A0UQJeO03C5AU8BUlHZULcBpNgb2yxtp2/TVunpjtDTbWAAUjghZ5qikTI92DbsbIsjMiFuAqdvDVCEi3BasK35s6c3r2gQti2pb2zrF4IoAVsBRSiEeg3inxL20Azwu0sRqgcvef3bgAJVQVW8pGxB687P9ltYUA6otO36rLyt1w1CuEmEJfl2/zYXEPBXI22FgNFfzF8BhpbNwqMFcHuDn+0UqCiqQlO9KHbRZ9qOnj4Ht+pGFb7PXJQKUF48CFUIqv39d+9owKTRJ6EpHgq8uXyKMgDFuQW4FDelwZrPtM+oHYNbVfC7Ap/ZP+DRwO/Nwa25GeLtz1kDagaPxev2UBEIIPkkJFMDcn1ODus8t5+RBcWf+Z9K8opwqwqleVV7JYrBsfG44eX4PB68nlzyvb69NwUKkJ8Dfq8HzeVlVFUVnkybCrjdMGPSYWiKxuBgAYPyXZ/ciAAllYNxaRq5bh/DSquwM1wtQFMEuT4/LpeL0mAZiqYiTdPZ7yJgSu0EfC4XwRw/eaoXTLBN04nzL4Ecvxth21Tm5WNYTv5jG/C6YOLEWjQF8n0+qkqKkYq2N29CfmEufo8bt0thaM0QXJq61w56Ek6cMRcVgc/np9TvxbIy1/YXxIB2/JZp8v5bH7F27TrC4TArl73JI3+/idUrt9IXauWD91Zy7713EI0l2bj+I+677zJWLVtBMtpLpKeP+/52Cz3hCLFohHvu/gmLFq2mp7OXaGcPT8y/i5cXPkIsFuGh+3/Gr268BNVSCPd2s3FVHU8+9WvC0RRNTfVcec15KHGNZDhJ554OHnv4cpp31dPV3cW8S89m4XPvYcR1Ip0hmja9ybKlrxGJhHj1xfm88PQTmAmLnpBBuKmdBY/dSjgUYdWy93nont8Q7YVIVKKFNW787VV0tLbQ1tLCbX84l9UrVtDWI0lEFZ5/biUrVr1NONTL43dfy+MLFhBJCvoi8P5HKR554pf09XWx9B8LuP53f2BNHXR1QnMjLFr8EvX1q2nv2MVf7pnHCy92YxnQFbLp3dHO6wvvJxLp463FD/DUo0tJdENPSifdDa8+8iA9XbtobdnMJedMY2dzjLBhYktYuqSDunWvEU+EuOP33+Pl9/5BR9QJ6dvSCLfdehuhUCsrPnqR3/x6Blv3OHHiCWD9qk2sXrGQZCLMX+/7Dm+/B9hOeJ0Iwfz7niUe62XT5nf47g9PA5u9seJrV0NL63JC4TZ+esmJdHbEAOfYfTG475F7iUTbeO+dZ7nuVyfQEXa+mwBa6reyccP7JBJh7rr/m6yqc8ZaAsCAR+9/gXQqzI4dH3Lamd8AnB9IgLo6aGtbTiLVx8+u/DbdnTommVhvCxa9cSWR0C6WL3+Vxe+/Qcr4JLbdCCXZsnUZob4WHn/qx2xo7D/W7/nLzc6ek9bNvP1G/yt7ZxN0dm0lHg9z3a+vZN8EBTawfNWtpJK9LF+3hM07Nvf7ESUNbW1NRMLtPPHMlbSH+/f72ltvkNaTNDStYumq/m31WyGRDhNPRPjVH539ljLTZzgF7Z1rSKSivLjwReyU43w/Zr6zcQPpdIyd7c3ccc+8vTHvScCIQHf3HlJpnXeX3Ed7r/Mv6TgO6cUXl2EZSXq6G3jw4TtQMt+1gbqtYFo6uh7j1tvvxp12HKgORBPw2rsLMc00by39kPmPLsGbOT9uYPfWDzCNJB09rTzx9z+i4IwL3bbRUpCIR8G2qatbRDjkCNcpgKnD+0s3oZsGfeEeXn1nIVjQHVVRgMbdkDZsTMvknY9WkWeCSzp8kwZs37EV2zLp7O3mlVdeJ0dx7GgAWszJT2xZgtVr3yPi6DvSbdsU+2Bd3WYMyyKeCLFs7SqsBE5e4S+IAR3O6XZ7ZDBYQiwexrYtFEXD6/OTE8hHETbJZIpEMoqup1EVR3kyL68IVVUwjZQTEZGMAwKX2wlFdLu8WJZJLBF1FoMME7fHg+ZyUxosQrdMUmmdRDzkqOoJgc+fS1lhEaa0SadNojEnabS0bXz+AAGfj5xAHul0inQ6RW+4FzIqjcH8fHIChRjSBF2nK9SzVzgrPy8Pf04JmgZ6MklXXxeWYeAkGQ/g9gbICeSjpxx1wEikF9uSuFwuvLl5FOWXoCgQicQIhdqxLSfPlTeQQ2GwEL/PTywWJx53ZJIFIFQXJSVFFBWUoBtpouEQ3b1d2BYoqqC0uID83EJwuUlFY4SifU4uWSHwuF0UFldSUFSCbSbp6Oqht6cDbBtN0/DnF1BaPJRgLrR1dBOO9BEJ96LgKBoOHz6U8rJyIok0Lc2NdHS1O2GkmoshQ8qpHTyKkO0h1NpEW2cbfSGnX5/XzaRDJ1JWU0syEWLT5vXs3r0bW1p4NTcllUOYOG4OwQKbdRs207JnG+HeHmyJ8/g9YRwV5dV09UXY07SVlpbdIARC0Rg7ZhBjhk8gYvsJt2xlx65GunsigMTr83L4pBkMHnkYyVQPdeuWUN/QBLZEc7korRjCGaf9EFVpZdWqOlaseJe0rqMKlUBBIcceNZ0phx3Fxg3b2bRxKRu3bMSyJarm4sgjR3D2ideQtHQ2r1nIEy++jGXagGD4sHKmjJ/BjK9dQGjPZt766CU++GA50pZ43G5GjTqUG665H93q5JlXFvLSiw9gmWkURaOkvJKzTj2P879xBi8sWsWHy59i6bIPsWyBqmice/bhXHbBnbRGo6x671FueehRjLSJUBQOP3w43zzhXGoPO4uOhiU89cpDLHp7NQIbj8fL7GNP4vor78KQbfz1/rt59tm/Y9smquZh6IjRXPTtm5k7u4bHnnyTha8/SHPTBiwJquLjZ/Mu49xzLmZPR5J77r2WRYvfwDAsNM3FeefO5JIzryDtH8Lyd+5nwcJn2bK5AyEEObl+fn/tNdRO/xZeo4/f3vZD3ly0ASFsfH4fx379ZL511o1UVxjcc/+feO31lwj3hp3x6Pdz/a8WccaJ1dz38Ds89/xt7GzehLQdVdCr/vtGLvnOd2jsMfjbXb/huRcexc6o7l5w/rHMu+AajIJRrHrvAW6/7y62bulACJXcPB+/vu5nTD72R/iNBLf++RKeWfCuo5Dq1jju5G9w/jm/Z+z4APfe9wTPPP0Xejp2IRQVj9fLDdc/ymlnHUNfSOWm3/yUxW8/n4k00vjppefzwzMvo91bzIfvPMpd99xBR1s3up4mN8fPz667lmkzvsMRE3IPjCzzwYAQIgpsO9g8/hcU48hTD1QMdH4w8DkOdH4w8DkOdH4w8Dnuy2+wlLLkPz3Q/5cs80HEti/yq3YgIIRYNZA5DnR+MPA5DnR+MPA5DnR+MPA5fpn8BvQcfxZZZJFFFl8+so4/iyyyyOIrhoHu+P/znWkHDgOd40DnBwOf40DnBwOf40DnBwOf45fGb0Av7maRRRZZZPHlY6Df8WeRRRZZZPElI+v4s8giiyy+Yhiwjl8I8XUhxDYhRIMQ4pqDyKM5k1t4nRBiVaauUAjxphBie+ZvQaZeCCHuzHCuE0JM3k+cHhJCdAohNu5T929zEkJcmPn8diHEhfuZ3w1CiJZP5W3+uO0XGX7bhBDH71O/X8aAEGKQEOJdIcRmIcQmIcTlmfqBZMPP4zgg7CiE8AohVggh1mf4/SZTP1QIsTzT19NCCHem3pN535BpH/K/8d6PHB8RQjTtY8OJmfoDfp4zx1aFEGuFEK9m3u9/G34Rhbf99cLZ/b0DGIaz23o9MOYgcWkGij9V90fgmkz5GuDmTPlE4HWcXdfTgeX7idNRwGRg43/KCSgEGjN/CzLlgv3I7wbgqn/y2TGZ8+sBhmbO+8cpWPfLGAAqgMmZci5Qn+ExkGz4eRwHhB0ztsjJlF3A8oxtFgDfytTfC/woU74UuDdT/hbw9L/i/SXZ8PM4PgKc9U8+f8DPc+b4VwLzgVcz7/e7DQfqHf80oEFK2Sil1IGngNMOMqd9cRrwaKb8KHD6PvWPSQfLgKAQouKfHeCLQEr5PtD7BTkdD7wppeyVUvYBbwJf34/8Pg+nAU9JKdNSyiagAef877cxIKVsk1KuyZSjwBagioFlw8/j+Hk4oHbM2CKWeevKvCQwB3g2U/9pG35s22eBrwkhxL/g/YXxLzh+Hg74eRZCVAMnAQ9k3gsOgA0HquOvAvbNVr2Hfz3o9ycksFgIsVoI8YNMXZmUsi1Tbgc+lkw8mLz/XU4Hg+tPMo/QD308jXKw+WUelyfh3A0OSBt+iiMMEDtmpijWAZ04znAHEJJSfqzVtm9fe3lk2sNA0f7k9884Sik/tuHvMzb8sxDiY5HPg3Gebwd+zid6fkUcABsOVMc/kHCklHIycALwYyFEPzF16TxrDaiY2IHICfgrMByYCLQBtx5cOiCEyAGeA+ZJKSP7tg0UG/4TjgPGjtJJ3TIRqMa5w6w9WFw+D5/mKIQ4FPgFDtepONM3Vx8MbkKIk4FOKeXqA933QHX8LcCgfd5XZ+oOOKSULZm/ncALOAO84+MpnMzfzszHDybvf5fTAeUqpezIXIQ28Dc+eRQ9KPyEEC4ch/p3KeXzmeoBZcN/xnGg2THDKQS8CxyBMz3ysQbYvn3t5ZFpzwd6DgS/T3H8emYaTUop08DDHDwbzgROFUI040zBzQHu4EDY8MtaoPgyXzjicY04CxUfL0iNPQg8AkDuPuWlOHN7t9B/EfCPmfJJ9F8cWrEfuQ2h/+Lpv8UJ506nCWexqiBTLtyP/Cr2KV+BMycJMJb+C1ONOAuS+20MZGzxGHD7p+oHjA3/BccBYUegBAhmyj7gA+Bk4Bn6L0xemin/mP4Lkwv+Fe8vyYafx7FiHxvfDtx0MK+VTB/H8Mni7n634ZdG/Mt+4ayw1+PMG153kDgMyxh0PbDpYx4482pvA9uBtz4eBJkB85cM5w3AlP3E60mcx3wDZz7vkv+EE3AxzkJQA3DRfub3eKb/OuBl+juw6zL8tgEn7O8xAByJM41TB6zLvE4cYDb8PI4Dwo7AeGBthsdG4Ff7XDMrMvZ4BvBk6r2Z9w2Z9mH/G+/9yPGdjA03Ak/wSeTPAT/P+xz/GD5x/PvdhlnJhiyyyCKLrxgG6hx/FllkkUUW+wlZx59FFllk8RVD1vFnkUUWWXzFkHX8WWSRRRZfMWQdfxZZZJHFVwxZx59FFllk8RVD1vFnkUUWWXzF8P8AOWa55dFodssAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.imshow(wht_img, cmap='gray', interpolation='none')\n",
    "plt.grid(False)\n",
    "plt.title('White calibration image')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now the image data is read and stored in the `wht_img` variable."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Micro image calibration\n",
    "\n",
    "Once the white image is present, localization of micro image centroids $\\mathbf{c}_{j,h}$ is conducted with the `LfpCalibrator` class at an abstract level. Results can be inspected in the plots below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " Estimate micro image size\n",
      " Progress: Finished \n",
      "\n",
      "\n",
      " Compute LoG\n",
      " Progress: Finished \n",
      "\n",
      "\n",
      " Select maxima\n",
      " Progress: Finished \n",
      "\n",
      "\n",
      " Refine micro image centers\n",
      " Progress: Finished \n",
      "\n",
      "\n",
      " Sort micro image centers\n",
      " Progress: Finished \n",
      "\n",
      "\n",
      " Save calibration data\n",
      " Progress: Finished \n",
      "\n"
     ]
    }
   ],
   "source": [
    "cal_obj = pcam.lfp_calibrator.LfpCalibrator(wht_img, cfg, sta)\n",
    "ret = cal_obj.main()\n",
    "cfg = cal_obj.cfg\n",
    "del cal_obj"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 9 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ret = cfg.load_cal_data()\n",
    "y_coords = [row[0] for row in cfg.calibs[cfg.mic_list]]\n",
    "x_coords = [row[1] for row in cfg.calibs[cfg.mic_list]]\n",
    "\n",
    "s = 3\n",
    "h, w, c = wht_img.shape if len(wht_img.shape) == 3 else wht_img.shape + (1,)\n",
    "hp, wp = 50, 50\n",
    "fig, axs = plt.subplots(s, s, facecolor='w', edgecolor='k')\n",
    "\n",
    "for i in range(s):\n",
    "    for j in range(s):\n",
    "        # plot cropped image part\n",
    "        k = i * (h // s) + (h // s) // 2 - hp // 2\n",
    "        l = j * (w // s) + (w // s) // 2 - wp // 2\n",
    "        axs[i, j].imshow(wht_img[k:k+hp, l:l+wp, ...], cmap='gray')\n",
    "\n",
    "        # plot centroids in cropped area\n",
    "        coords_crop = [(y, x) for y, x in zip(y_coords, x_coords) \n",
    "                       if k <= y <= k+hp-.5 and l <= x <= l+wp-.5]\n",
    "        y_centroids = [row[0] - k for row in coords_crop]\n",
    "        x_centroids = [row[1] - l for row in coords_crop]\n",
    "        axs[i, j].plot(x_centroids, y_centroids, 'bx', \n",
    "                       markersize=4, label=r'Centroids $\\mathbf{c}_{j,h}$')\n",
    "        axs[i, j].grid(False)\n",
    "        axs[i, j].tick_params(top=False, bottom=True, left=True, right=False,\n",
    "                              labelleft=True, labelbottom=True)\n",
    "        axs[i, j].set_yticks(range(0, hp+1, hp//2))\n",
    "        axs[i, j].set_xticks(range(0, wp+1, wp//2))\n",
    "        axs[i, j].set_yticklabels([str(k), str(k+hp//2), str(k+hp)])\n",
    "        axs[i, j].set_xticklabels([str(l), str(l+wp//2), str(l+wp)])\n",
    "\n",
    "# set common labels\n",
    "fig.text(0.5, -0.05, 'Horizontal dimension [px]', ha='center', va='center', fontsize=14)\n",
    "fig.text(-0.01, 0.5, 'Vertical dimension [px]', ha='center', va='center', rotation='vertical', fontsize=14)\n",
    "\n",
    "fig.tight_layout()\n",
    "plt.legend(loc='upper right', bbox_to_anchor=(3, 3.85), fancybox=True, shadow=True)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
